diff --git a/_modules/abc.html b/_modules/abc.html
index 611b34388b..3b5e8310a5 100644
--- a/_modules/abc.html
+++ b/_modules/abc.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clients/friendly.html b/_modules/flytekit/clients/friendly.html
index cf2a0d12fb..6308e03e0d 100644
--- a/_modules/flytekit/clients/friendly.html
+++ b/_modules/flytekit/clients/friendly.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clients/helpers.html b/_modules/flytekit/clients/helpers.html
index 89bacf7e30..a9557e04e3 100644
--- a/_modules/flytekit/clients/helpers.html
+++ b/_modules/flytekit/clients/helpers.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clients/raw.html b/_modules/flytekit/clients/raw.html
index 5b5a62f3dc..dc2aa597da 100644
--- a/_modules/flytekit/clients/raw.html
+++ b/_modules/flytekit/clients/raw.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/auth/auth.html b/_modules/flytekit/clis/auth/auth.html
index 215505d951..f2be0a5f22 100644
--- a/_modules/flytekit/clis/auth/auth.html
+++ b/_modules/flytekit/clis/auth/auth.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/auth/credentials.html b/_modules/flytekit/clis/auth/credentials.html
index c44777f77e..99d92dc916 100644
--- a/_modules/flytekit/clis/auth/credentials.html
+++ b/_modules/flytekit/clis/auth/credentials.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/auth/discovery.html b/_modules/flytekit/clis/auth/discovery.html
index 5eabe2c901..0374937406 100644
--- a/_modules/flytekit/clis/auth/discovery.html
+++ b/_modules/flytekit/clis/auth/discovery.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/helpers.html b/_modules/flytekit/clis/helpers.html
index 0d7216e79b..3d40172865 100644
--- a/_modules/flytekit/clis/helpers.html
+++ b/_modules/flytekit/clis/helpers.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/sdk_in_container/basic_auth.html b/_modules/flytekit/clis/sdk_in_container/basic_auth.html
index b9b4b6f802..e7cc5d137a 100644
--- a/_modules/flytekit/clis/sdk_in_container/basic_auth.html
+++ b/_modules/flytekit/clis/sdk_in_container/basic_auth.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/sdk_in_container/launch_plan.html b/_modules/flytekit/clis/sdk_in_container/launch_plan.html
index a3cf2ce48f..ef07eee840 100644
--- a/_modules/flytekit/clis/sdk_in_container/launch_plan.html
+++ b/_modules/flytekit/clis/sdk_in_container/launch_plan.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/sdk_in_container/pyflyte.html b/_modules/flytekit/clis/sdk_in_container/pyflyte.html
index 75ccd03d66..b42301e25c 100644
--- a/_modules/flytekit/clis/sdk_in_container/pyflyte.html
+++ b/_modules/flytekit/clis/sdk_in_container/pyflyte.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/sdk_in_container/register.html b/_modules/flytekit/clis/sdk_in_container/register.html
index 8cc5536b99..37c3b60182 100644
--- a/_modules/flytekit/clis/sdk_in_container/register.html
+++ b/_modules/flytekit/clis/sdk_in_container/register.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/clis/sdk_in_container/serialize.html b/_modules/flytekit/clis/sdk_in_container/serialize.html
index 1136b2f9ca..9f1947802a 100644
--- a/_modules/flytekit/clis/sdk_in_container/serialize.html
+++ b/_modules/flytekit/clis/sdk_in_container/serialize.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/component_nodes.html b/_modules/flytekit/common/component_nodes.html
index 58822dc804..1e3cb30094 100644
--- a/_modules/flytekit/common/component_nodes.html
+++ b/_modules/flytekit/common/component_nodes.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/constants.html b/_modules/flytekit/common/constants.html
index 1658bc6970..d4f5ed2afd 100644
--- a/_modules/flytekit/common/constants.html
+++ b/_modules/flytekit/common/constants.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/core/identifier.html b/_modules/flytekit/common/core/identifier.html
index 02c05fe8fe..17b274790b 100644
--- a/_modules/flytekit/common/core/identifier.html
+++ b/_modules/flytekit/common/core/identifier.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/exceptions/base.html b/_modules/flytekit/common/exceptions/base.html
index e020a45e56..048baef502 100644
--- a/_modules/flytekit/common/exceptions/base.html
+++ b/_modules/flytekit/common/exceptions/base.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/exceptions/scopes.html b/_modules/flytekit/common/exceptions/scopes.html
index b98518f50c..735fd20db7 100644
--- a/_modules/flytekit/common/exceptions/scopes.html
+++ b/_modules/flytekit/common/exceptions/scopes.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/exceptions/system.html b/_modules/flytekit/common/exceptions/system.html
index 424c620af1..15aea592bb 100644
--- a/_modules/flytekit/common/exceptions/system.html
+++ b/_modules/flytekit/common/exceptions/system.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/exceptions/user.html b/_modules/flytekit/common/exceptions/user.html
index 42ea726b18..71385eac44 100644
--- a/_modules/flytekit/common/exceptions/user.html
+++ b/_modules/flytekit/common/exceptions/user.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/interface.html b/_modules/flytekit/common/interface.html
index d78e2e8808..381ee293d5 100644
--- a/_modules/flytekit/common/interface.html
+++ b/_modules/flytekit/common/interface.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/launch_plan.html b/_modules/flytekit/common/launch_plan.html
index 5fae19d959..5a3acb8aa4 100644
--- a/_modules/flytekit/common/launch_plan.html
+++ b/_modules/flytekit/common/launch_plan.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/mixins/artifact.html b/_modules/flytekit/common/mixins/artifact.html
index a806d6cd85..8502cf8eb6 100644
--- a/_modules/flytekit/common/mixins/artifact.html
+++ b/_modules/flytekit/common/mixins/artifact.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/mixins/hash.html b/_modules/flytekit/common/mixins/hash.html
index eb1321cdf1..ca3abd29ed 100644
--- a/_modules/flytekit/common/mixins/hash.html
+++ b/_modules/flytekit/common/mixins/hash.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/mixins/launchable.html b/_modules/flytekit/common/mixins/launchable.html
index 1e1ce87910..118a308f93 100644
--- a/_modules/flytekit/common/mixins/launchable.html
+++ b/_modules/flytekit/common/mixins/launchable.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/mixins/registerable.html b/_modules/flytekit/common/mixins/registerable.html
index c53fbcdc0b..f28133f492 100644
--- a/_modules/flytekit/common/mixins/registerable.html
+++ b/_modules/flytekit/common/mixins/registerable.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/nodes.html b/_modules/flytekit/common/nodes.html
index 71f9c81f21..d008b1a025 100644
--- a/_modules/flytekit/common/nodes.html
+++ b/_modules/flytekit/common/nodes.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/notifications.html b/_modules/flytekit/common/notifications.html
index bdf62cdec6..bc43efb1fd 100644
--- a/_modules/flytekit/common/notifications.html
+++ b/_modules/flytekit/common/notifications.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/promise.html b/_modules/flytekit/common/promise.html
index 57c6c48e70..206ef6ecfc 100644
--- a/_modules/flytekit/common/promise.html
+++ b/_modules/flytekit/common/promise.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/schedules.html b/_modules/flytekit/common/schedules.html
index 7c594e710e..4a1ee6fe97 100644
--- a/_modules/flytekit/common/schedules.html
+++ b/_modules/flytekit/common/schedules.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/sdk_bases.html b/_modules/flytekit/common/sdk_bases.html
index 17cdf68578..6c4845c0c9 100644
--- a/_modules/flytekit/common/sdk_bases.html
+++ b/_modules/flytekit/common/sdk_bases.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/executions.html b/_modules/flytekit/common/tasks/executions.html
index 9aa1af2f4d..22cfc9ce05 100644
--- a/_modules/flytekit/common/tasks/executions.html
+++ b/_modules/flytekit/common/tasks/executions.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/generic_spark_task.html b/_modules/flytekit/common/tasks/generic_spark_task.html
index 4055db26f3..9f16f7d694 100644
--- a/_modules/flytekit/common/tasks/generic_spark_task.html
+++ b/_modules/flytekit/common/tasks/generic_spark_task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/hive_task.html b/_modules/flytekit/common/tasks/hive_task.html
index 4e578c9f25..bc4bbf8712 100644
--- a/_modules/flytekit/common/tasks/hive_task.html
+++ b/_modules/flytekit/common/tasks/hive_task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/output.html b/_modules/flytekit/common/tasks/output.html
index dc0fb4a40a..529c5a3f96 100644
--- a/_modules/flytekit/common/tasks/output.html
+++ b/_modules/flytekit/common/tasks/output.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/presto_task.html b/_modules/flytekit/common/tasks/presto_task.html
index a0d2a489a3..69c8c1c32d 100644
--- a/_modules/flytekit/common/tasks/presto_task.html
+++ b/_modules/flytekit/common/tasks/presto_task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/pytorch_task.html b/_modules/flytekit/common/tasks/pytorch_task.html
index 2a1cf634ab..81b2f29e6e 100644
--- a/_modules/flytekit/common/tasks/pytorch_task.html
+++ b/_modules/flytekit/common/tasks/pytorch_task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/raw_container.html b/_modules/flytekit/common/tasks/raw_container.html
index 642b2b7bbe..1586701b56 100644
--- a/_modules/flytekit/common/tasks/raw_container.html
+++ b/_modules/flytekit/common/tasks/raw_container.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/sdk_dynamic.html b/_modules/flytekit/common/tasks/sdk_dynamic.html
index f25f871a71..a6431bcc36 100644
--- a/_modules/flytekit/common/tasks/sdk_dynamic.html
+++ b/_modules/flytekit/common/tasks/sdk_dynamic.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/sdk_runnable.html b/_modules/flytekit/common/tasks/sdk_runnable.html
index 33f25e1462..0230fffbcd 100644
--- a/_modules/flytekit/common/tasks/sdk_runnable.html
+++ b/_modules/flytekit/common/tasks/sdk_runnable.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/sidecar_task.html b/_modules/flytekit/common/tasks/sidecar_task.html
index 4332e3c8b6..d26fb6ae6b 100644
--- a/_modules/flytekit/common/tasks/sidecar_task.html
+++ b/_modules/flytekit/common/tasks/sidecar_task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/spark_task.html b/_modules/flytekit/common/tasks/spark_task.html
index 11a8fdc467..634dfd1c34 100644
--- a/_modules/flytekit/common/tasks/spark_task.html
+++ b/_modules/flytekit/common/tasks/spark_task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/tasks/task.html b/_modules/flytekit/common/tasks/task.html
index dd24878fcf..fb0de9f4ce 100644
--- a/_modules/flytekit/common/tasks/task.html
+++ b/_modules/flytekit/common/tasks/task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/base_sdk_types.html b/_modules/flytekit/common/types/base_sdk_types.html
index d9ba39fc6a..d067b1872e 100644
--- a/_modules/flytekit/common/types/base_sdk_types.html
+++ b/_modules/flytekit/common/types/base_sdk_types.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/blobs.html b/_modules/flytekit/common/types/blobs.html
index 00bbdf87cf..e2c045a24d 100644
--- a/_modules/flytekit/common/types/blobs.html
+++ b/_modules/flytekit/common/types/blobs.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/containers.html b/_modules/flytekit/common/types/containers.html
index 5f9786e089..88125494c1 100644
--- a/_modules/flytekit/common/types/containers.html
+++ b/_modules/flytekit/common/types/containers.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/helpers.html b/_modules/flytekit/common/types/helpers.html
index 1eb2ca9bb9..cb1e805517 100644
--- a/_modules/flytekit/common/types/helpers.html
+++ b/_modules/flytekit/common/types/helpers.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/impl/blobs.html b/_modules/flytekit/common/types/impl/blobs.html
index e3c233b5e9..b6208d59dc 100644
--- a/_modules/flytekit/common/types/impl/blobs.html
+++ b/_modules/flytekit/common/types/impl/blobs.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/impl/schema.html b/_modules/flytekit/common/types/impl/schema.html
index fb55b48c4a..084e6b5f39 100644
--- a/_modules/flytekit/common/types/impl/schema.html
+++ b/_modules/flytekit/common/types/impl/schema.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/primitives.html b/_modules/flytekit/common/types/primitives.html
index f631e8153d..2308fa4f82 100644
--- a/_modules/flytekit/common/types/primitives.html
+++ b/_modules/flytekit/common/types/primitives.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/proto.html b/_modules/flytekit/common/types/proto.html
index 22084ed1fb..61c52b3518 100644
--- a/_modules/flytekit/common/types/proto.html
+++ b/_modules/flytekit/common/types/proto.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/types/schema.html b/_modules/flytekit/common/types/schema.html
index b42a9263ca..71be4d73a8 100644
--- a/_modules/flytekit/common/types/schema.html
+++ b/_modules/flytekit/common/types/schema.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/utils.html b/_modules/flytekit/common/utils.html
index c57d23e3b7..f303484175 100644
--- a/_modules/flytekit/common/utils.html
+++ b/_modules/flytekit/common/utils.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/workflow.html b/_modules/flytekit/common/workflow.html
index 684cec3d5e..fb0d7e14ff 100644
--- a/_modules/flytekit/common/workflow.html
+++ b/_modules/flytekit/common/workflow.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/common/workflow_execution.html b/_modules/flytekit/common/workflow_execution.html
index 36733f19de..a3f90433a7 100644
--- a/_modules/flytekit/common/workflow_execution.html
+++ b/_modules/flytekit/common/workflow_execution.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/configuration.html b/_modules/flytekit/configuration.html
index 25d6d106ae..2ee815a241 100644
--- a/_modules/flytekit/configuration.html
+++ b/_modules/flytekit/configuration.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/configuration/common.html b/_modules/flytekit/configuration/common.html
index 43990c5e97..53c0b1d632 100644
--- a/_modules/flytekit/configuration/common.html
+++ b/_modules/flytekit/configuration/common.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/configuration/internal.html b/_modules/flytekit/configuration/internal.html
index 96e5ae1425..dd1f5aecb9 100644
--- a/_modules/flytekit/configuration/internal.html
+++ b/_modules/flytekit/configuration/internal.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/contrib/sensors/base_sensor.html b/_modules/flytekit/contrib/sensors/base_sensor.html
index 0b96684dcc..3b4b4d1fdc 100644
--- a/_modules/flytekit/contrib/sensors/base_sensor.html
+++ b/_modules/flytekit/contrib/sensors/base_sensor.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/contrib/sensors/impl.html b/_modules/flytekit/contrib/sensors/impl.html
index 6b788b7385..989ecba881 100644
--- a/_modules/flytekit/contrib/sensors/impl.html
+++ b/_modules/flytekit/contrib/sensors/impl.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/contrib/sensors/task.html b/_modules/flytekit/contrib/sensors/task.html
index b568e0db92..8093d5c009 100644
--- a/_modules/flytekit/contrib/sensors/task.html
+++ b/_modules/flytekit/contrib/sensors/task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/engines/common.html b/_modules/flytekit/engines/common.html
index 548145f45e..3d9fb8a0f7 100644
--- a/_modules/flytekit/engines/common.html
+++ b/_modules/flytekit/engines/common.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/engines/flyte/engine.html b/_modules/flytekit/engines/flyte/engine.html
index 7446999ea1..0a5018330e 100644
--- a/_modules/flytekit/engines/flyte/engine.html
+++ b/_modules/flytekit/engines/flyte/engine.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/engines/loader.html b/_modules/flytekit/engines/loader.html
index 443393934b..9ef4b0f2b4 100644
--- a/_modules/flytekit/engines/loader.html
+++ b/_modules/flytekit/engines/loader.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/engines/unit/engine.html b/_modules/flytekit/engines/unit/engine.html
index b181a17cb7..20ce380df4 100644
--- a/_modules/flytekit/engines/unit/engine.html
+++ b/_modules/flytekit/engines/unit/engine.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/engines/unit/mock_stats.html b/_modules/flytekit/engines/unit/mock_stats.html
index b948271734..159f3a9f1a 100644
--- a/_modules/flytekit/engines/unit/mock_stats.html
+++ b/_modules/flytekit/engines/unit/mock_stats.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/data/common.html b/_modules/flytekit/interfaces/data/common.html
index 35b1eed981..32e5405700 100644
--- a/_modules/flytekit/interfaces/data/common.html
+++ b/_modules/flytekit/interfaces/data/common.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/data/data_proxy.html b/_modules/flytekit/interfaces/data/data_proxy.html
index 425145326f..305df82c8f 100644
--- a/_modules/flytekit/interfaces/data/data_proxy.html
+++ b/_modules/flytekit/interfaces/data/data_proxy.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/data/gcs/gcs_proxy.html b/_modules/flytekit/interfaces/data/gcs/gcs_proxy.html
index 5b64e71633..747f477254 100644
--- a/_modules/flytekit/interfaces/data/gcs/gcs_proxy.html
+++ b/_modules/flytekit/interfaces/data/gcs/gcs_proxy.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/data/http/http_data_proxy.html b/_modules/flytekit/interfaces/data/http/http_data_proxy.html
index d63e68f448..830354cb79 100644
--- a/_modules/flytekit/interfaces/data/http/http_data_proxy.html
+++ b/_modules/flytekit/interfaces/data/http/http_data_proxy.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/data/local/local_file_proxy.html b/_modules/flytekit/interfaces/data/local/local_file_proxy.html
index cdbe01510b..5078cc0a92 100644
--- a/_modules/flytekit/interfaces/data/local/local_file_proxy.html
+++ b/_modules/flytekit/interfaces/data/local/local_file_proxy.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/data/s3/s3proxy.html b/_modules/flytekit/interfaces/data/s3/s3proxy.html
index 71dce9c486..6079176155 100644
--- a/_modules/flytekit/interfaces/data/s3/s3proxy.html
+++ b/_modules/flytekit/interfaces/data/s3/s3proxy.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/random.html b/_modules/flytekit/interfaces/random.html
index 63ebeab94a..1e0fe36762 100644
--- a/_modules/flytekit/interfaces/random.html
+++ b/_modules/flytekit/interfaces/random.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/stats/client.html b/_modules/flytekit/interfaces/stats/client.html
index 22f2387306..4f6654a2ef 100644
--- a/_modules/flytekit/interfaces/stats/client.html
+++ b/_modules/flytekit/interfaces/stats/client.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/interfaces/stats/taggable.html b/_modules/flytekit/interfaces/stats/taggable.html
index 15fad9ab78..59081318ab 100644
--- a/_modules/flytekit/interfaces/stats/taggable.html
+++ b/_modules/flytekit/interfaces/stats/taggable.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/admin/common.html b/_modules/flytekit/models/admin/common.html
index 39689212b2..38d5b2ca23 100644
--- a/_modules/flytekit/models/admin/common.html
+++ b/_modules/flytekit/models/admin/common.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/admin/task_execution.html b/_modules/flytekit/models/admin/task_execution.html
index 9504320d73..c71b908b84 100644
--- a/_modules/flytekit/models/admin/task_execution.html
+++ b/_modules/flytekit/models/admin/task_execution.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/admin/workflow.html b/_modules/flytekit/models/admin/workflow.html
index f027028ff5..fe0de2350e 100644
--- a/_modules/flytekit/models/admin/workflow.html
+++ b/_modules/flytekit/models/admin/workflow.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/array_job.html b/_modules/flytekit/models/array_job.html
index a801fd5e30..2bec617a56 100644
--- a/_modules/flytekit/models/array_job.html
+++ b/_modules/flytekit/models/array_job.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/common.html b/_modules/flytekit/models/common.html
index c67b6f218c..3801028f00 100644
--- a/_modules/flytekit/models/common.html
+++ b/_modules/flytekit/models/common.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/core/compiler.html b/_modules/flytekit/models/core/compiler.html
index 3b4383b8bf..d43f98223f 100644
--- a/_modules/flytekit/models/core/compiler.html
+++ b/_modules/flytekit/models/core/compiler.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/core/condition.html b/_modules/flytekit/models/core/condition.html
index e25b96a912..54285094c6 100644
--- a/_modules/flytekit/models/core/condition.html
+++ b/_modules/flytekit/models/core/condition.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/core/errors.html b/_modules/flytekit/models/core/errors.html
index 2bd9e6f9c4..8608a70aea 100644
--- a/_modules/flytekit/models/core/errors.html
+++ b/_modules/flytekit/models/core/errors.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/core/execution.html b/_modules/flytekit/models/core/execution.html
index 8883077dcc..eb32c69c59 100644
--- a/_modules/flytekit/models/core/execution.html
+++ b/_modules/flytekit/models/core/execution.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/core/identifier.html b/_modules/flytekit/models/core/identifier.html
index 9f094a201b..426493cc92 100644
--- a/_modules/flytekit/models/core/identifier.html
+++ b/_modules/flytekit/models/core/identifier.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/core/types.html b/_modules/flytekit/models/core/types.html
index ad01a6f488..87e0a52c4a 100644
--- a/_modules/flytekit/models/core/types.html
+++ b/_modules/flytekit/models/core/types.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/core/workflow.html b/_modules/flytekit/models/core/workflow.html
index c83a7644db..1cca12efc4 100644
--- a/_modules/flytekit/models/core/workflow.html
+++ b/_modules/flytekit/models/core/workflow.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/dynamic_job.html b/_modules/flytekit/models/dynamic_job.html
index e9f4f9f35b..a2182b9224 100644
--- a/_modules/flytekit/models/dynamic_job.html
+++ b/_modules/flytekit/models/dynamic_job.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/execution.html b/_modules/flytekit/models/execution.html
index b1510467e8..c5766b4728 100644
--- a/_modules/flytekit/models/execution.html
+++ b/_modules/flytekit/models/execution.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/filters.html b/_modules/flytekit/models/filters.html
index cf351ed744..41e2549cff 100644
--- a/_modules/flytekit/models/filters.html
+++ b/_modules/flytekit/models/filters.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/interface.html b/_modules/flytekit/models/interface.html
index e3ad2c63c1..f348f79687 100644
--- a/_modules/flytekit/models/interface.html
+++ b/_modules/flytekit/models/interface.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/launch_plan.html b/_modules/flytekit/models/launch_plan.html
index 203506c93a..1d966eaf09 100644
--- a/_modules/flytekit/models/launch_plan.html
+++ b/_modules/flytekit/models/launch_plan.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/literals.html b/_modules/flytekit/models/literals.html
index 7f6e3dc443..30e48ef93e 100644
--- a/_modules/flytekit/models/literals.html
+++ b/_modules/flytekit/models/literals.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/matchable_resource.html b/_modules/flytekit/models/matchable_resource.html
index a26dd164c2..cf97edf001 100644
--- a/_modules/flytekit/models/matchable_resource.html
+++ b/_modules/flytekit/models/matchable_resource.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/named_entity.html b/_modules/flytekit/models/named_entity.html
index 6c30156c04..bebda888f0 100644
--- a/_modules/flytekit/models/named_entity.html
+++ b/_modules/flytekit/models/named_entity.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/node_execution.html b/_modules/flytekit/models/node_execution.html
index d86986afe0..e0e9b9b601 100644
--- a/_modules/flytekit/models/node_execution.html
+++ b/_modules/flytekit/models/node_execution.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/presto.html b/_modules/flytekit/models/presto.html
index 1d3f4945c8..7dce6825f3 100644
--- a/_modules/flytekit/models/presto.html
+++ b/_modules/flytekit/models/presto.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/project.html b/_modules/flytekit/models/project.html
index b5d541e917..a185a49088 100644
--- a/_modules/flytekit/models/project.html
+++ b/_modules/flytekit/models/project.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/qubole.html b/_modules/flytekit/models/qubole.html
index 58ff75af31..e0f2bc78c9 100644
--- a/_modules/flytekit/models/qubole.html
+++ b/_modules/flytekit/models/qubole.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/schedule.html b/_modules/flytekit/models/schedule.html
index 28e11d811e..e03b9ab4c3 100644
--- a/_modules/flytekit/models/schedule.html
+++ b/_modules/flytekit/models/schedule.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/task.html b/_modules/flytekit/models/task.html
index ede79ca2c5..fbd2006e35 100644
--- a/_modules/flytekit/models/task.html
+++ b/_modules/flytekit/models/task.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/types.html b/_modules/flytekit/models/types.html
index 412c501c61..4ea212a762 100644
--- a/_modules/flytekit/models/types.html
+++ b/_modules/flytekit/models/types.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/models/workflow_closure.html b/_modules/flytekit/models/workflow_closure.html
index eaabc39ade..a6b814cbb6 100644
--- a/_modules/flytekit/models/workflow_closure.html
+++ b/_modules/flytekit/models/workflow_closure.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/sdk/exceptions.html b/_modules/flytekit/sdk/exceptions.html
index 7fde5b2c56..414cc7142b 100644
--- a/_modules/flytekit/sdk/exceptions.html
+++ b/_modules/flytekit/sdk/exceptions.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/sdk/spark_types.html b/_modules/flytekit/sdk/spark_types.html
index 470db68e62..1f3d03fc06 100644
--- a/_modules/flytekit/sdk/spark_types.html
+++ b/_modules/flytekit/sdk/spark_types.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/sdk/tasks.html b/_modules/flytekit/sdk/tasks.html
index f2f4eb179f..0271c80815 100644
--- a/_modules/flytekit/sdk/tasks.html
+++ b/_modules/flytekit/sdk/tasks.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/sdk/test_utils.html b/_modules/flytekit/sdk/test_utils.html
index fc2556dd5d..cba9bd05a6 100644
--- a/_modules/flytekit/sdk/test_utils.html
+++ b/_modules/flytekit/sdk/test_utils.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/sdk/types.html b/_modules/flytekit/sdk/types.html
index fec3053b61..d0b67ef3f5 100644
--- a/_modules/flytekit/sdk/types.html
+++ b/_modules/flytekit/sdk/types.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/sdk/workflow.html b/_modules/flytekit/sdk/workflow.html
index df8a2df9ca..d7f26a1d18 100644
--- a/_modules/flytekit/sdk/workflow.html
+++ b/_modules/flytekit/sdk/workflow.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/tools/lazy_loader.html b/_modules/flytekit/tools/lazy_loader.html
index 07df079071..95797fd747 100644
--- a/_modules/flytekit/tools/lazy_loader.html
+++ b/_modules/flytekit/tools/lazy_loader.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/tools/module_loader.html b/_modules/flytekit/tools/module_loader.html
index 3d8d5c93f0..13bf72c764 100644
--- a/_modules/flytekit/tools/module_loader.html
+++ b/_modules/flytekit/tools/module_loader.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/tools/subprocess.html b/_modules/flytekit/tools/subprocess.html
index a0a4735611..c450647648 100644
--- a/_modules/flytekit/tools/subprocess.html
+++ b/_modules/flytekit/tools/subprocess.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/type_engines/common.html b/_modules/flytekit/type_engines/common.html
index 1a529df061..977bca1972 100644
--- a/_modules/flytekit/type_engines/common.html
+++ b/_modules/flytekit/type_engines/common.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/flytekit/type_engines/default/flyte.html b/_modules/flytekit/type_engines/default/flyte.html
index 5a261d373f..0e508af522 100644
--- a/_modules/flytekit/type_engines/default/flyte.html
+++ b/_modules/flytekit/type_engines/default/flyte.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/index.html b/_modules/index.html
index d73e07427e..97d2393e10 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_modules/random.html b/_modules/random.html
index c2780e253c..d7f701a7bc 100644
--- a/_modules/random.html
+++ b/_modules/random.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
index 98d45413aa..5cca73e167 100644
--- a/_sources/index.rst.txt
+++ b/_sources/index.rst.txt
@@ -14,6 +14,13 @@ Welcome to the documentation hub for Flyte.
    administrator/index
    contributor/index
 
+.. toctree::
+   :caption: Flyte User cookbook and examples (Github)
+   :maxdepth: 1
+   :name: examplesdoctoc
+
+   FlyteSnacks - Examples & Cookbook <https://github.com/lyft/flytesnacks/blob/master/README.md>
+
 .. toctree::
    :caption: Generated Documentation from Source
    :maxdepth: 1
diff --git a/_sources/user/getting_started/index.rst.txt b/_sources/user/getting_started/index.rst.txt
index 5258d92090..ef76ac29c9 100644
--- a/_sources/user/getting_started/index.rst.txt
+++ b/_sources/user/getting_started/index.rst.txt
@@ -14,3 +14,4 @@ Getting Started
 
    examples
    create_first
+   more_examples 
diff --git a/_sources/user/getting_started/more_examples.rst.txt b/_sources/user/getting_started/more_examples.rst.txt
new file mode 100644
index 0000000000..84f23333f9
--- /dev/null
+++ b/_sources/user/getting_started/more_examples.rst.txt
@@ -0,0 +1,9 @@
+.. _getting-started-more-examples:
+
+########################################
+Want more example to Deep Dive
+########################################
+
+Getting started Guide and your first Workflow is just a tip of the iceberg. To understand and dive deeper and find a set of examples, we recommend going through 
+`FlyteSnacks <https://github.com/lyft/flytesnacks/blob/master/README.md>`_. We are working on this as a interactive tutorial that you can run locally on your laptop. Make sure that your laptop is setup to run
+Flyte.
diff --git a/administrator/architecture.html b/administrator/architecture.html
index 83461dffbb..5f48104340 100644
--- a/administrator/architecture.html
+++ b/administrator/architecture.html
@@ -100,6 +100,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/index.html b/administrator/index.html
index 13fcbee81f..1a12e55342 100644
--- a/administrator/index.html
+++ b/administrator/index.html
@@ -91,6 +91,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/authentication.html b/administrator/install/authentication.html
index a399262e22..bd30d3954e 100644
--- a/administrator/install/authentication.html
+++ b/administrator/install/authentication.html
@@ -108,6 +108,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/configure/admin.html b/administrator/install/configure/admin.html
index 940622354f..1173da3748 100644
--- a/administrator/install/configure/admin.html
+++ b/administrator/install/configure/admin.html
@@ -107,6 +107,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/configure/common.html b/administrator/install/configure/common.html
index 91fafe445b..320a150882 100644
--- a/administrator/install/configure/common.html
+++ b/administrator/install/configure/common.html
@@ -107,6 +107,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/configure/index.html b/administrator/install/configure/index.html
index c5bfa1cd71..4b5fc0fe0f 100644
--- a/administrator/install/configure/index.html
+++ b/administrator/install/configure/index.html
@@ -107,6 +107,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/configure/plugins.html b/administrator/install/configure/plugins.html
index dfb4a888d0..1550769fe9 100644
--- a/administrator/install/configure/plugins.html
+++ b/administrator/install/configure/plugins.html
@@ -107,6 +107,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/configure/propeller.html b/administrator/install/configure/propeller.html
index 994771b4d4..aa5c7c7871 100644
--- a/administrator/install/configure/propeller.html
+++ b/administrator/install/configure/propeller.html
@@ -107,6 +107,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/getting_started.html b/administrator/install/getting_started.html
index 5a5b7c7986..159816fe09 100644
--- a/administrator/install/getting_started.html
+++ b/administrator/install/getting_started.html
@@ -105,6 +105,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/index.html b/administrator/install/index.html
index 140a72b34a..565d1eb1d4 100644
--- a/administrator/install/index.html
+++ b/administrator/install/index.html
@@ -101,6 +101,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/managing_customizable_resources.html b/administrator/install/managing_customizable_resources.html
index cf31aed5f6..b3b07eeb9c 100644
--- a/administrator/install/managing_customizable_resources.html
+++ b/administrator/install/managing_customizable_resources.html
@@ -106,6 +106,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/multi_cluster.html b/administrator/install/multi_cluster.html
index 308da37026..7da6425491 100644
--- a/administrator/install/multi_cluster.html
+++ b/administrator/install/multi_cluster.html
@@ -105,6 +105,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/optional_components.html b/administrator/install/optional_components.html
index bcb94a143d..03f5647a0f 100644
--- a/administrator/install/optional_components.html
+++ b/administrator/install/optional_components.html
@@ -104,6 +104,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/administrator/install/production.html b/administrator/install/production.html
index 3574544359..68556145aa 100644
--- a/administrator/install/production.html
+++ b/administrator/install/production.html
@@ -110,6 +110,10 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/components/admin.html b/contributor/components/admin.html
index 21e791d0c1..1c42dfefdf 100644
--- a/contributor/components/admin.html
+++ b/contributor/components/admin.html
@@ -103,6 +103,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/components/admin_service.html b/contributor/components/admin_service.html
index 70855b5b9e..3598cc493b 100644
--- a/contributor/components/admin_service.html
+++ b/contributor/components/admin_service.html
@@ -103,6 +103,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/components/catalog.html b/contributor/components/catalog.html
index 397a45c23f..6c03be3544 100644
--- a/contributor/components/catalog.html
+++ b/contributor/components/catalog.html
@@ -102,6 +102,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/components/console.html b/contributor/components/console.html
index f540a3e27f..800b3e1f8e 100644
--- a/contributor/components/console.html
+++ b/contributor/components/console.html
@@ -103,6 +103,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/components/index.html b/contributor/components/index.html
index 89ae1cdc13..5f2bce7e3e 100644
--- a/contributor/components/index.html
+++ b/contributor/components/index.html
@@ -99,6 +99,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/docs/index.html b/contributor/docs/index.html
index 428b0a26ee..3e9b2111a1 100644
--- a/contributor/docs/index.html
+++ b/contributor/docs/index.html
@@ -98,6 +98,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/extending/index.html b/contributor/extending/index.html
index cdfc876450..7f12ad9aac 100644
--- a/contributor/extending/index.html
+++ b/contributor/extending/index.html
@@ -101,6 +101,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/index.html b/contributor/index.html
index fb960f595b..43125c8964 100644
--- a/contributor/index.html
+++ b/contributor/index.html
@@ -93,6 +93,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/contributor/language/index.html b/contributor/language/index.html
index 09c9a7a324..f888c34756 100644
--- a/contributor/language/index.html
+++ b/contributor/language/index.html
@@ -101,6 +101,10 @@
 </ul>
 </li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flyteidl/admin/common.proto.html b/flyteidl/admin/common.proto.html
index a5f4fa7379..b873618c3a 100644
--- a/flyteidl/admin/common.proto.html
+++ b/flyteidl/admin/common.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/event.proto.html b/flyteidl/admin/event.proto.html
index ea497f49e1..741e87afd1 100644
--- a/flyteidl/admin/event.proto.html
+++ b/flyteidl/admin/event.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/execution.proto.html b/flyteidl/admin/execution.proto.html
index a3759ae5d1..d7c063a7e4 100644
--- a/flyteidl/admin/execution.proto.html
+++ b/flyteidl/admin/execution.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/index.html b/flyteidl/admin/index.html
index 180db07ae4..03ef59baf3 100644
--- a/flyteidl/admin/index.html
+++ b/flyteidl/admin/index.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/launch_plan.proto.html b/flyteidl/admin/launch_plan.proto.html
index 39adc5d902..1e8d6be98f 100644
--- a/flyteidl/admin/launch_plan.proto.html
+++ b/flyteidl/admin/launch_plan.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/matchable_resource.proto.html b/flyteidl/admin/matchable_resource.proto.html
index 6cbd3c7ae5..cedcd93d1a 100644
--- a/flyteidl/admin/matchable_resource.proto.html
+++ b/flyteidl/admin/matchable_resource.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/node_execution.proto.html b/flyteidl/admin/node_execution.proto.html
index 0343167440..4352e8a274 100644
--- a/flyteidl/admin/node_execution.proto.html
+++ b/flyteidl/admin/node_execution.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/notification.proto.html b/flyteidl/admin/notification.proto.html
index b77a6d89e8..cb46b11de2 100644
--- a/flyteidl/admin/notification.proto.html
+++ b/flyteidl/admin/notification.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/project.proto.html b/flyteidl/admin/project.proto.html
index 85c59325a5..2875a4908e 100644
--- a/flyteidl/admin/project.proto.html
+++ b/flyteidl/admin/project.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/project_domain_attributes.proto.html b/flyteidl/admin/project_domain_attributes.proto.html
index afcf948b9e..80e65189a0 100644
--- a/flyteidl/admin/project_domain_attributes.proto.html
+++ b/flyteidl/admin/project_domain_attributes.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/schedule.proto.html b/flyteidl/admin/schedule.proto.html
index 334c895df8..b2d09bcfcc 100644
--- a/flyteidl/admin/schedule.proto.html
+++ b/flyteidl/admin/schedule.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/task.proto.html b/flyteidl/admin/task.proto.html
index 95288ad6f9..ae94cabfcf 100644
--- a/flyteidl/admin/task.proto.html
+++ b/flyteidl/admin/task.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/task_execution.proto.html b/flyteidl/admin/task_execution.proto.html
index aae5bdf91e..0c3e5850c7 100644
--- a/flyteidl/admin/task_execution.proto.html
+++ b/flyteidl/admin/task_execution.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/workflow.proto.html b/flyteidl/admin/workflow.proto.html
index bcd3f174f6..083e9eaf75 100644
--- a/flyteidl/admin/workflow.proto.html
+++ b/flyteidl/admin/workflow.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/admin/workflow_attributes.proto.html b/flyteidl/admin/workflow_attributes.proto.html
index 69f8399456..ec8e6f1719 100644
--- a/flyteidl/admin/workflow_attributes.proto.html
+++ b/flyteidl/admin/workflow_attributes.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/compiler.proto.html b/flyteidl/core/compiler.proto.html
index 9001b2f5c8..013ced78a4 100644
--- a/flyteidl/core/compiler.proto.html
+++ b/flyteidl/core/compiler.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/condition.proto.html b/flyteidl/core/condition.proto.html
index eee9aee13a..1ea78adacb 100644
--- a/flyteidl/core/condition.proto.html
+++ b/flyteidl/core/condition.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/dynamic_job.proto.html b/flyteidl/core/dynamic_job.proto.html
index 6f25cd9e43..ba6ab2dd72 100644
--- a/flyteidl/core/dynamic_job.proto.html
+++ b/flyteidl/core/dynamic_job.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/errors.proto.html b/flyteidl/core/errors.proto.html
index dc39ebe9d2..13e86fbd27 100644
--- a/flyteidl/core/errors.proto.html
+++ b/flyteidl/core/errors.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/execution.proto.html b/flyteidl/core/execution.proto.html
index 3cc27b2b0a..8126f84394 100644
--- a/flyteidl/core/execution.proto.html
+++ b/flyteidl/core/execution.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/identifier.proto.html b/flyteidl/core/identifier.proto.html
index 0968c29866..d0189f47f1 100644
--- a/flyteidl/core/identifier.proto.html
+++ b/flyteidl/core/identifier.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/index.html b/flyteidl/core/index.html
index 9e0c801abb..e6e733166c 100644
--- a/flyteidl/core/index.html
+++ b/flyteidl/core/index.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/interface.proto.html b/flyteidl/core/interface.proto.html
index e8da40a4fb..0da59eaecf 100644
--- a/flyteidl/core/interface.proto.html
+++ b/flyteidl/core/interface.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/literals.proto.html b/flyteidl/core/literals.proto.html
index e0be9ac404..6179f0a785 100644
--- a/flyteidl/core/literals.proto.html
+++ b/flyteidl/core/literals.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/tasks.proto.html b/flyteidl/core/tasks.proto.html
index af40872d4c..7fddc16001 100644
--- a/flyteidl/core/tasks.proto.html
+++ b/flyteidl/core/tasks.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/types.proto.html b/flyteidl/core/types.proto.html
index e60507814f..b4ac4627b3 100644
--- a/flyteidl/core/types.proto.html
+++ b/flyteidl/core/types.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/workflow.proto.html b/flyteidl/core/workflow.proto.html
index 7cb82a2b18..1e7ec3e555 100644
--- a/flyteidl/core/workflow.proto.html
+++ b/flyteidl/core/workflow.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/core/workflow_closure.proto.html b/flyteidl/core/workflow_closure.proto.html
index e72cc7d160..c1259c51b5 100644
--- a/flyteidl/core/workflow_closure.proto.html
+++ b/flyteidl/core/workflow_closure.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/event/event.proto.html b/flyteidl/event/event.proto.html
index 5580cce511..4642a0553e 100644
--- a/flyteidl/event/event.proto.html
+++ b/flyteidl/event/event.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/event/index.html b/flyteidl/event/index.html
index 7ad1234974..13c61e6b40 100644
--- a/flyteidl/event/index.html
+++ b/flyteidl/event/index.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/index.html b/flyteidl/index.html
index 39efdc80b3..ddec285927 100644
--- a/flyteidl/index.html
+++ b/flyteidl/index.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="current reference internal" href="#">Flyte Language and API specification</a><ul>
diff --git a/flyteidl/plugins/array_job.proto.html b/flyteidl/plugins/array_job.proto.html
index fb77adeaea..e287919387 100644
--- a/flyteidl/plugins/array_job.proto.html
+++ b/flyteidl/plugins/array_job.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/plugins/index.html b/flyteidl/plugins/index.html
index fa78d380d7..e46348230c 100644
--- a/flyteidl/plugins/index.html
+++ b/flyteidl/plugins/index.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/plugins/presto.proto.html b/flyteidl/plugins/presto.proto.html
index 329d0bd873..f1e2a6950a 100644
--- a/flyteidl/plugins/presto.proto.html
+++ b/flyteidl/plugins/presto.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/plugins/pytorch.proto.html b/flyteidl/plugins/pytorch.proto.html
index 511f4761ad..c112f280ce 100644
--- a/flyteidl/plugins/pytorch.proto.html
+++ b/flyteidl/plugins/pytorch.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/plugins/qubole.proto.html b/flyteidl/plugins/qubole.proto.html
index f87f3951aa..b70bb40383 100644
--- a/flyteidl/plugins/qubole.proto.html
+++ b/flyteidl/plugins/qubole.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/plugins/sidecar.proto.html b/flyteidl/plugins/sidecar.proto.html
index 3f17407964..c0972616cc 100644
--- a/flyteidl/plugins/sidecar.proto.html
+++ b/flyteidl/plugins/sidecar.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/plugins/spark.proto.html b/flyteidl/plugins/spark.proto.html
index d1b151cde9..f5d8fd8740 100644
--- a/flyteidl/plugins/spark.proto.html
+++ b/flyteidl/plugins/spark.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/plugins/waitable.proto.html b/flyteidl/plugins/waitable.proto.html
index d4db1d0a56..2c673311a9 100644
--- a/flyteidl/plugins/waitable.proto.html
+++ b/flyteidl/plugins/waitable.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/service/admin.proto.html b/flyteidl/service/admin.proto.html
index af67be684d..ae961a56a4 100644
--- a/flyteidl/service/admin.proto.html
+++ b/flyteidl/service/admin.proto.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flyteidl/service/index.html b/flyteidl/service/index.html
index b81109b0a0..809b6afb36 100644
--- a/flyteidl/service/index.html
+++ b/flyteidl/service/index.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1 current"><a class="reference internal" href="../index.html">Flyte Language and API specification</a><ul class="current">
diff --git a/flytekit/flytekit.bin.html b/flytekit/flytekit.bin.html
index 0e02e3aad7..e6d4b44f0f 100644
--- a/flytekit/flytekit.bin.html
+++ b/flytekit/flytekit.bin.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.clients.html b/flytekit/flytekit.clients.html
index b49ace13cb..a00e6ca027 100644
--- a/flytekit/flytekit.clients.html
+++ b/flytekit/flytekit.clients.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.clis.auth.html b/flytekit/flytekit.clis.auth.html
index ae6b014b11..5de7284b77 100644
--- a/flytekit/flytekit.clis.auth.html
+++ b/flytekit/flytekit.clis.auth.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.clis.flyte_cli.html b/flytekit/flytekit.clis.flyte_cli.html
index 5d53207720..c209ea2b25 100644
--- a/flytekit/flytekit.clis.flyte_cli.html
+++ b/flytekit/flytekit.clis.flyte_cli.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.clis.html b/flytekit/flytekit.clis.html
index 36e9872b92..594fd9afc3 100644
--- a/flytekit/flytekit.clis.html
+++ b/flytekit/flytekit.clis.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.clis.sdk_in_container.html b/flytekit/flytekit.clis.sdk_in_container.html
index 38887ce69e..e2a5a6ee3b 100644
--- a/flytekit/flytekit.clis.sdk_in_container.html
+++ b/flytekit/flytekit.clis.sdk_in_container.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.common.core.html b/flytekit/flytekit.common.core.html
index 3751872cc7..12f7f9a243 100644
--- a/flytekit/flytekit.common.core.html
+++ b/flytekit/flytekit.common.core.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.common.exceptions.html b/flytekit/flytekit.common.exceptions.html
index 78694aec0d..e78a2b68ae 100644
--- a/flytekit/flytekit.common.exceptions.html
+++ b/flytekit/flytekit.common.exceptions.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.common.html b/flytekit/flytekit.common.html
index 72b24d4ef5..1cee60d200 100644
--- a/flytekit/flytekit.common.html
+++ b/flytekit/flytekit.common.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.common.mixins.html b/flytekit/flytekit.common.mixins.html
index 70931a8b93..f9a514d80d 100644
--- a/flytekit/flytekit.common.mixins.html
+++ b/flytekit/flytekit.common.mixins.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.common.tasks.html b/flytekit/flytekit.common.tasks.html
index 3b4d1b4d7c..a730aac245 100644
--- a/flytekit/flytekit.common.tasks.html
+++ b/flytekit/flytekit.common.tasks.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.common.types.html b/flytekit/flytekit.common.types.html
index f354de951c..0cf46002d9 100644
--- a/flytekit/flytekit.common.types.html
+++ b/flytekit/flytekit.common.types.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.common.types.impl.html b/flytekit/flytekit.common.types.impl.html
index 3b6992508d..372c120054 100644
--- a/flytekit/flytekit.common.types.impl.html
+++ b/flytekit/flytekit.common.types.impl.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.configuration.html b/flytekit/flytekit.configuration.html
index 1bc6c6301d..1bacc4d256 100644
--- a/flytekit/flytekit.configuration.html
+++ b/flytekit/flytekit.configuration.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.contrib.html b/flytekit/flytekit.contrib.html
index 854e70e43b..1973aff216 100644
--- a/flytekit/flytekit.contrib.html
+++ b/flytekit/flytekit.contrib.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.contrib.sensors.html b/flytekit/flytekit.contrib.sensors.html
index 98620d0087..17b5dab80f 100644
--- a/flytekit/flytekit.contrib.sensors.html
+++ b/flytekit/flytekit.contrib.sensors.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.engines.flyte.html b/flytekit/flytekit.engines.flyte.html
index a88b82310b..5514261ebb 100644
--- a/flytekit/flytekit.engines.flyte.html
+++ b/flytekit/flytekit.engines.flyte.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.engines.html b/flytekit/flytekit.engines.html
index 78c28c0b49..c76d19fa3d 100644
--- a/flytekit/flytekit.engines.html
+++ b/flytekit/flytekit.engines.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.engines.unit.html b/flytekit/flytekit.engines.unit.html
index 7197d23a46..5c9dbc9d9e 100644
--- a/flytekit/flytekit.engines.unit.html
+++ b/flytekit/flytekit.engines.unit.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.html b/flytekit/flytekit.html
index 9de8049671..f271945609 100644
--- a/flytekit/flytekit.html
+++ b/flytekit/flytekit.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.interfaces.data.gcs.html b/flytekit/flytekit.interfaces.data.gcs.html
index 5ffa7441c7..d86e859cbc 100644
--- a/flytekit/flytekit.interfaces.data.gcs.html
+++ b/flytekit/flytekit.interfaces.data.gcs.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.interfaces.data.html b/flytekit/flytekit.interfaces.data.html
index 0f0f69222e..be847d2378 100644
--- a/flytekit/flytekit.interfaces.data.html
+++ b/flytekit/flytekit.interfaces.data.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.interfaces.data.http.html b/flytekit/flytekit.interfaces.data.http.html
index a57a64e504..c41b3ef8ea 100644
--- a/flytekit/flytekit.interfaces.data.http.html
+++ b/flytekit/flytekit.interfaces.data.http.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.interfaces.data.local.html b/flytekit/flytekit.interfaces.data.local.html
index 6ba682b491..ddb5a8efef 100644
--- a/flytekit/flytekit.interfaces.data.local.html
+++ b/flytekit/flytekit.interfaces.data.local.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.interfaces.data.s3.html b/flytekit/flytekit.interfaces.data.s3.html
index 3c9a47fbbf..d8056feb9b 100644
--- a/flytekit/flytekit.interfaces.data.s3.html
+++ b/flytekit/flytekit.interfaces.data.s3.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.interfaces.html b/flytekit/flytekit.interfaces.html
index 2f144f51a3..a29d025ad4 100644
--- a/flytekit/flytekit.interfaces.html
+++ b/flytekit/flytekit.interfaces.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
@@ -242,7 +246,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <span id="flytekit-interfaces-random-module"></span><h2>flytekit.interfaces.random module<a class="headerlink" href="#module-flytekit.interfaces.random" title="Permalink to this headline">¶</a></h2>
 <dl class="data">
 <dt id="flytekit.interfaces.random.random">
-<code class="sig-prename descclassname">flytekit.interfaces.random.</code><code class="sig-name descname">random</code><em class="property"> = &lt;random.Random object at 0x2b9ff08&gt;</em><a class="headerlink" href="#flytekit.interfaces.random.random" title="Permalink to this definition">¶</a></dt>
+<code class="sig-prename descclassname">flytekit.interfaces.random.</code><code class="sig-name descname">random</code><em class="property"> = &lt;random.Random object at 0x1792be8&gt;</em><a class="headerlink" href="#flytekit.interfaces.random.random" title="Permalink to this definition">¶</a></dt>
 <dd><p>An instance of the global random number generator used by flytekit.  Flytekit maintains it’s own random instance
 to ensure that calls to random.seed(…) do not affect the pseudo-random behavior of flytekit. This random should be
 used by flytekit components in all cases where random.random would have been used. Components who want additional
diff --git a/flytekit/flytekit.interfaces.stats.html b/flytekit/flytekit.interfaces.stats.html
index 81bca2c685..acffac0766 100644
--- a/flytekit/flytekit.interfaces.stats.html
+++ b/flytekit/flytekit.interfaces.stats.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.models.admin.html b/flytekit/flytekit.models.admin.html
index 889e606aa8..1eb1699f13 100644
--- a/flytekit/flytekit.models.admin.html
+++ b/flytekit/flytekit.models.admin.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.models.core.html b/flytekit/flytekit.models.core.html
index bb2ba5a572..a5904aebd1 100644
--- a/flytekit/flytekit.models.core.html
+++ b/flytekit/flytekit.models.core.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.models.html b/flytekit/flytekit.models.html
index a7032983f9..9c5925400b 100644
--- a/flytekit/flytekit.models.html
+++ b/flytekit/flytekit.models.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
@@ -3782,7 +3786,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 
 <dl class="class">
 <dt id="flytekit.models.task.DataLoadingConfig">
-<em class="property">class </em><code class="sig-prename descclassname">flytekit.models.task.</code><code class="sig-name descname">DataLoadingConfig</code><span class="sig-paren">(</span><em class="sig-param">input_path: str</em>, <em class="sig-param">output_path: str</em>, <em class="sig-param">enabled: bool = True</em>, <em class="sig-param">format: &lt;google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7fed39e4b080&gt; = 2</em>, <em class="sig-param">io_strategy: flytekit.models.task.IOStrategy = None</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/flytekit/models/task.html#DataLoadingConfig"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#flytekit.models.task.DataLoadingConfig" title="Permalink to this definition">¶</a></dt>
+<em class="property">class </em><code class="sig-prename descclassname">flytekit.models.task.</code><code class="sig-name descname">DataLoadingConfig</code><span class="sig-paren">(</span><em class="sig-param">input_path: str</em>, <em class="sig-param">output_path: str</em>, <em class="sig-param">enabled: bool = True</em>, <em class="sig-param">format: &lt;google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f6bd11f3828&gt; = 2</em>, <em class="sig-param">io_strategy: flytekit.models.task.IOStrategy = None</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/flytekit/models/task.html#DataLoadingConfig"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#flytekit.models.task.DataLoadingConfig" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#flytekit.models.common.FlyteIdlEntity" title="flytekit.models.common.FlyteIdlEntity"><code class="xref py py-class docutils literal notranslate"><span class="pre">flytekit.models.common.FlyteIdlEntity</span></code></a></p>
 <dl class="attribute">
 <dt id="flytekit.models.task.DataLoadingConfig.LITERALMAP_FORMAT_JSON">
@@ -3813,7 +3817,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 
 <dl class="class">
 <dt id="flytekit.models.task.IOStrategy">
-<em class="property">class </em><code class="sig-prename descclassname">flytekit.models.task.</code><code class="sig-name descname">IOStrategy</code><span class="sig-paren">(</span><em class="sig-param">download_mode: &lt;google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7fed39e47f98&gt; = 0</em>, <em class="sig-param">upload_mode: &lt;google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7fed39e47fd0&gt; = 0</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/flytekit/models/task.html#IOStrategy"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#flytekit.models.task.IOStrategy" title="Permalink to this definition">¶</a></dt>
+<em class="property">class </em><code class="sig-prename descclassname">flytekit.models.task.</code><code class="sig-name descname">IOStrategy</code><span class="sig-paren">(</span><em class="sig-param">download_mode: &lt;google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f6bd11f37b8&gt; = 0</em>, <em class="sig-param">upload_mode: &lt;google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f6bd11f37f0&gt; = 0</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/flytekit/models/task.html#IOStrategy"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#flytekit.models.task.IOStrategy" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#flytekit.models.common.FlyteIdlEntity" title="flytekit.models.common.FlyteIdlEntity"><code class="xref py py-class docutils literal notranslate"><span class="pre">flytekit.models.common.FlyteIdlEntity</span></code></a></p>
 <p>Provides methods to manage data in and out of the Raw container using Download Modes. This can only be used if DataLoadingConfig is enabled.</p>
 <dl class="attribute">
diff --git a/flytekit/flytekit.plugins.html b/flytekit/flytekit.plugins.html
index 936cb6a572..a431469a80 100644
--- a/flytekit/flytekit.plugins.html
+++ b/flytekit/flytekit.plugins.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.sdk.html b/flytekit/flytekit.sdk.html
index c96e3d2cb9..daa2d29ad6 100644
--- a/flytekit/flytekit.sdk.html
+++ b/flytekit/flytekit.sdk.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.tools.html b/flytekit/flytekit.tools.html
index c53f876576..0e23019044 100644
--- a/flytekit/flytekit.tools.html
+++ b/flytekit/flytekit.tools.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.type_engines.default.html b/flytekit/flytekit.type_engines.default.html
index 6cdd1727d9..168034e721 100644
--- a/flytekit/flytekit.type_engines.default.html
+++ b/flytekit/flytekit.type_engines.default.html
@@ -86,6 +86,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/flytekit.type_engines.html b/flytekit/flytekit.type_engines.html
index 41f1f9c228..d6ac2f9cbd 100644
--- a/flytekit/flytekit.type_engines.html
+++ b/flytekit/flytekit.type_engines.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/flytekit/index.html b/flytekit/index.html
index feac0a45e3..eef0a87caa 100644
--- a/flytekit/index.html
+++ b/flytekit/index.html
@@ -87,6 +87,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/genindex.html b/genindex.html
index ece4c0782e..1d35354c39 100644
--- a/genindex.html
+++ b/genindex.html
@@ -86,6 +86,10 @@
 <li class="toctree-l1"><a class="reference internal" href="administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/index.html b/index.html
index 915956a916..c46ffbf8a4 100644
--- a/index.html
+++ b/index.html
@@ -86,6 +86,10 @@
 <li class="toctree-l1"><a class="reference internal" href="administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="flyteidl/index.html">Flyte Language and API specification</a></li>
@@ -192,6 +196,12 @@ <h1>Flyte<a class="headerlink" href="#flyte" title="Permalink to this headline">
 </li>
 </ul>
 </div>
+<div class="toctree-wrapper compound" id="examplesdoctoc">
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span><a class="headerlink" href="#examplesdoctoc" title="Permalink to this toctree">¶</a></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
+</div>
 <div class="toctree-wrapper compound" id="sourcecodedocstoc">
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span><a class="headerlink" href="#sourcecodedocstoc" title="Permalink to this toctree">¶</a></p>
 <ul>
diff --git a/introduction/docs_overview.html b/introduction/docs_overview.html
index 77c9e759d6..cf528f03ec 100644
--- a/introduction/docs_overview.html
+++ b/introduction/docs_overview.html
@@ -97,6 +97,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/introduction/index.html b/introduction/index.html
index 56d75e9d6d..0229ac2a4c 100644
--- a/introduction/index.html
+++ b/introduction/index.html
@@ -92,6 +92,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/introduction/roadmap.html b/introduction/roadmap.html
index 030d42552b..1dbad61a60 100644
--- a/introduction/roadmap.html
+++ b/introduction/roadmap.html
@@ -107,6 +107,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/introduction/whatis.html b/introduction/whatis.html
index 57ef54a21e..f1d53b459d 100644
--- a/introduction/whatis.html
+++ b/introduction/whatis.html
@@ -97,6 +97,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/objects.inv b/objects.inv
index 19fb57633a..1920dce511 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/py-modindex.html b/py-modindex.html
index 994545046e..9be74deb4c 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -88,6 +88,10 @@
 <li class="toctree-l1"><a class="reference internal" href="administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/search.html b/search.html
index 4839e4d53c..67cb97cc87 100644
--- a/search.html
+++ b/search.html
@@ -86,6 +86,10 @@
 <li class="toctree-l1"><a class="reference internal" href="administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/searchindex.js b/searchindex.js
index 9442fccde4..bc85ac9c32 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["administrator/architecture","administrator/index","administrator/install/authentication","administrator/install/configure/admin","administrator/install/configure/common","administrator/install/configure/index","administrator/install/configure/plugins","administrator/install/configure/propeller","administrator/install/getting_started","administrator/install/index","administrator/install/managing_customizable_resources","administrator/install/multi_cluster","administrator/install/optional_components","administrator/install/production","contributor/components/admin","contributor/components/admin_service","contributor/components/catalog","contributor/components/console","contributor/components/index","contributor/docs/index","contributor/extending/index","contributor/index","contributor/language/index","flyteidl/admin/common.proto","flyteidl/admin/event.proto","flyteidl/admin/execution.proto","flyteidl/admin/index","flyteidl/admin/launch_plan.proto","flyteidl/admin/matchable_resource.proto","flyteidl/admin/node_execution.proto","flyteidl/admin/notification.proto","flyteidl/admin/project.proto","flyteidl/admin/project_domain_attributes.proto","flyteidl/admin/schedule.proto","flyteidl/admin/task.proto","flyteidl/admin/task_execution.proto","flyteidl/admin/workflow.proto","flyteidl/admin/workflow_attributes.proto","flyteidl/core/compiler.proto","flyteidl/core/condition.proto","flyteidl/core/dynamic_job.proto","flyteidl/core/errors.proto","flyteidl/core/execution.proto","flyteidl/core/identifier.proto","flyteidl/core/index","flyteidl/core/interface.proto","flyteidl/core/literals.proto","flyteidl/core/tasks.proto","flyteidl/core/types.proto","flyteidl/core/workflow.proto","flyteidl/core/workflow_closure.proto","flyteidl/event/event.proto","flyteidl/event/index","flyteidl/index","flyteidl/plugins/array_job.proto","flyteidl/plugins/index","flyteidl/plugins/presto.proto","flyteidl/plugins/pytorch.proto","flyteidl/plugins/qubole.proto","flyteidl/plugins/sidecar.proto","flyteidl/plugins/spark.proto","flyteidl/plugins/waitable.proto","flyteidl/service/admin.proto","flyteidl/service/index","flytekit/flytekit","flytekit/flytekit.bin","flytekit/flytekit.clients","flytekit/flytekit.clis","flytekit/flytekit.clis.auth","flytekit/flytekit.clis.flyte_cli","flytekit/flytekit.clis.sdk_in_container","flytekit/flytekit.common","flytekit/flytekit.common.core","flytekit/flytekit.common.exceptions","flytekit/flytekit.common.mixins","flytekit/flytekit.common.tasks","flytekit/flytekit.common.types","flytekit/flytekit.common.types.impl","flytekit/flytekit.configuration","flytekit/flytekit.contrib","flytekit/flytekit.contrib.sensors","flytekit/flytekit.engines","flytekit/flytekit.engines.flyte","flytekit/flytekit.engines.unit","flytekit/flytekit.interfaces","flytekit/flytekit.interfaces.data","flytekit/flytekit.interfaces.data.gcs","flytekit/flytekit.interfaces.data.http","flytekit/flytekit.interfaces.data.local","flytekit/flytekit.interfaces.data.s3","flytekit/flytekit.interfaces.stats","flytekit/flytekit.models","flytekit/flytekit.models.admin","flytekit/flytekit.models.core","flytekit/flytekit.plugins","flytekit/flytekit.sdk","flytekit/flytekit.tools","flytekit/flytekit.type_engines","flytekit/flytekit.type_engines.default","flytekit/index","index","introduction/docs_overview","introduction/index","introduction/roadmap","introduction/whatis","user/concepts/domains","user/concepts/dynamic_spec","user/concepts/execution_timeline","user/concepts/executions","user/concepts/index","user/concepts/launchplans_schedules","user/concepts/projects","user/concepts/registration","user/concepts/tasks","user/concepts/workflows_nodes","user/features/flytecli","user/features/index","user/features/labels_annotations","user/features/lanuchplans","user/features/notifications","user/features/observability","user/features/on_failure_policy","user/features/roles","user/features/single_task_execution","user/features/task_cache","user/getting_started/create_first","user/getting_started/examples","user/getting_started/index","user/index","user/sdk/index","user/tasktypes/container","user/tasktypes/dynamic","user/tasktypes/hive","user/tasktypes/index","user/tasktypes/presto","user/tasktypes/pytorch","user/tasktypes/sidecar","user/tasktypes/spark"],envversion:{"sphinx.domains.c":1,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":1,"sphinx.domains.javascript":1,"sphinx.domains.math":2,"sphinx.domains.python":1,"sphinx.domains.rst":1,"sphinx.domains.std":1,"sphinx.ext.intersphinx":1,"sphinx.ext.todo":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["administrator/architecture.rst","administrator/index.rst","administrator/install/authentication.rst","administrator/install/configure/admin.rst","administrator/install/configure/common.rst","administrator/install/configure/index.rst","administrator/install/configure/plugins.rst","administrator/install/configure/propeller.rst","administrator/install/getting_started.rst","administrator/install/index.rst","administrator/install/managing_customizable_resources.rst","administrator/install/multi_cluster.rst","administrator/install/optional_components.rst","administrator/install/production.rst","contributor/components/admin.rst","contributor/components/admin_service.rst","contributor/components/catalog.rst","contributor/components/console.rst","contributor/components/index.rst","contributor/docs/index.rst","contributor/extending/index.rst","contributor/index.rst","contributor/language/index.rst","flyteidl/admin/common.proto.rst","flyteidl/admin/event.proto.rst","flyteidl/admin/execution.proto.rst","flyteidl/admin/index.rst","flyteidl/admin/launch_plan.proto.rst","flyteidl/admin/matchable_resource.proto.rst","flyteidl/admin/node_execution.proto.rst","flyteidl/admin/notification.proto.rst","flyteidl/admin/project.proto.rst","flyteidl/admin/project_domain_attributes.proto.rst","flyteidl/admin/schedule.proto.rst","flyteidl/admin/task.proto.rst","flyteidl/admin/task_execution.proto.rst","flyteidl/admin/workflow.proto.rst","flyteidl/admin/workflow_attributes.proto.rst","flyteidl/core/compiler.proto.rst","flyteidl/core/condition.proto.rst","flyteidl/core/dynamic_job.proto.rst","flyteidl/core/errors.proto.rst","flyteidl/core/execution.proto.rst","flyteidl/core/identifier.proto.rst","flyteidl/core/index.rst","flyteidl/core/interface.proto.rst","flyteidl/core/literals.proto.rst","flyteidl/core/tasks.proto.rst","flyteidl/core/types.proto.rst","flyteidl/core/workflow.proto.rst","flyteidl/core/workflow_closure.proto.rst","flyteidl/event/event.proto.rst","flyteidl/event/index.rst","flyteidl/index.rst","flyteidl/plugins/array_job.proto.rst","flyteidl/plugins/index.rst","flyteidl/plugins/presto.proto.rst","flyteidl/plugins/pytorch.proto.rst","flyteidl/plugins/qubole.proto.rst","flyteidl/plugins/sidecar.proto.rst","flyteidl/plugins/spark.proto.rst","flyteidl/plugins/waitable.proto.rst","flyteidl/service/admin.proto.rst","flyteidl/service/index.rst","flytekit/flytekit.rst","flytekit/flytekit.bin.rst","flytekit/flytekit.clients.rst","flytekit/flytekit.clis.rst","flytekit/flytekit.clis.auth.rst","flytekit/flytekit.clis.flyte_cli.rst","flytekit/flytekit.clis.sdk_in_container.rst","flytekit/flytekit.common.rst","flytekit/flytekit.common.core.rst","flytekit/flytekit.common.exceptions.rst","flytekit/flytekit.common.mixins.rst","flytekit/flytekit.common.tasks.rst","flytekit/flytekit.common.types.rst","flytekit/flytekit.common.types.impl.rst","flytekit/flytekit.configuration.rst","flytekit/flytekit.contrib.rst","flytekit/flytekit.contrib.sensors.rst","flytekit/flytekit.engines.rst","flytekit/flytekit.engines.flyte.rst","flytekit/flytekit.engines.unit.rst","flytekit/flytekit.interfaces.rst","flytekit/flytekit.interfaces.data.rst","flytekit/flytekit.interfaces.data.gcs.rst","flytekit/flytekit.interfaces.data.http.rst","flytekit/flytekit.interfaces.data.local.rst","flytekit/flytekit.interfaces.data.s3.rst","flytekit/flytekit.interfaces.stats.rst","flytekit/flytekit.models.rst","flytekit/flytekit.models.admin.rst","flytekit/flytekit.models.core.rst","flytekit/flytekit.plugins.rst","flytekit/flytekit.sdk.rst","flytekit/flytekit.tools.rst","flytekit/flytekit.type_engines.rst","flytekit/flytekit.type_engines.default.rst","flytekit/index.rst","index.rst","introduction/docs_overview.rst","introduction/index.rst","introduction/roadmap.rst","introduction/whatis.rst","user/concepts/domains.rst","user/concepts/dynamic_spec.rst","user/concepts/execution_timeline.rst","user/concepts/executions.rst","user/concepts/index.rst","user/concepts/launchplans_schedules.rst","user/concepts/projects.rst","user/concepts/registration.rst","user/concepts/tasks.rst","user/concepts/workflows_nodes.rst","user/features/flytecli.rst","user/features/index.rst","user/features/labels_annotations.rst","user/features/lanuchplans.rst","user/features/notifications.rst","user/features/observability.rst","user/features/on_failure_policy.rst","user/features/roles.rst","user/features/single_task_execution.rst","user/features/task_cache.rst","user/getting_started/create_first.rst","user/getting_started/examples.rst","user/getting_started/index.rst","user/index.rst","user/sdk/index.rst","user/tasktypes/container.rst","user/tasktypes/dynamic.rst","user/tasktypes/hive.rst","user/tasktypes/index.rst","user/tasktypes/presto.rst","user/tasktypes/pytorch.rst","user/tasktypes/sidecar.rst","user/tasktypes/spark.rst"],objects:{"":{flytekit:[64,0,0,"-"]},"flytekit.bin":{entrypoint:[65,0,0,"-"]},"flytekit.clients":{friendly:[66,0,0,"-"],helpers:[66,0,0,"-"],raw:[66,0,0,"-"]},"flytekit.clients.friendly":{SynchronousFlyteClient:[66,1,1,""]},"flytekit.clients.friendly.SynchronousFlyteClient":{create_execution:[66,2,1,""],create_launch_plan:[66,2,1,""],create_task:[66,2,1,""],create_workflow:[66,2,1,""],get_active_launch_plan:[66,2,1,""],get_execution:[66,2,1,""],get_execution_data:[66,2,1,""],get_launch_plan:[66,2,1,""],get_node_execution:[66,2,1,""],get_node_execution_data:[66,2,1,""],get_task:[66,2,1,""],get_task_execution:[66,2,1,""],get_task_execution_data:[66,2,1,""],get_workflow:[66,2,1,""],list_active_launch_plans_paginated:[66,2,1,""],list_executions_paginated:[66,2,1,""],list_launch_plan_ids_paginated:[66,2,1,""],list_launch_plans_paginated:[66,2,1,""],list_node_executions:[66,2,1,""],list_node_executions_for_task_paginated:[66,2,1,""],list_task_executions_paginated:[66,2,1,""],list_task_ids_paginated:[66,2,1,""],list_tasks_paginated:[66,2,1,""],list_workflow_ids_paginated:[66,2,1,""],list_workflows_paginated:[66,2,1,""],raw:[66,2,1,""],register_project:[66,2,1,""],relaunch_execution:[66,2,1,""],terminate_execution:[66,2,1,""],update_launch_plan:[66,2,1,""],update_named_entity:[66,2,1,""],update_project_domain_attributes:[66,2,1,""],update_workflow_attributes:[66,2,1,""]},"flytekit.clients.helpers":{iterate_node_executions:[66,3,1,""],iterate_task_executions:[66,3,1,""]},"flytekit.clients.raw":{RawSynchronousFlyteClient:[66,1,1,""]},"flytekit.clients.raw.RawSynchronousFlyteClient":{create_execution:[66,2,1,""],create_launch_plan:[66,2,1,""],create_task:[66,2,1,""],create_workflow:[66,2,1,""],force_auth_flow:[66,2,1,""],get_active_launch_plan:[66,2,1,""],get_execution:[66,2,1,""],get_execution_data:[66,2,1,""],get_launch_plan:[66,2,1,""],get_node_execution:[66,2,1,""],get_node_execution_data:[66,2,1,""],get_task:[66,2,1,""],get_task_execution:[66,2,1,""],get_task_execution_data:[66,2,1,""],get_workflow:[66,2,1,""],list_active_launch_plans_paginated:[66,2,1,""],list_executions_paginated:[66,2,1,""],list_launch_plan_ids_paginated:[66,2,1,""],list_launch_plans_paginated:[66,2,1,""],list_node_executions_for_task_paginated:[66,2,1,""],list_node_executions_paginated:[66,2,1,""],list_projects:[66,2,1,""],list_task_executions_paginated:[66,2,1,""],list_task_ids_paginated:[66,2,1,""],list_tasks_paginated:[66,2,1,""],list_workflow_ids_paginated:[66,2,1,""],list_workflows_paginated:[66,2,1,""],register_project:[66,2,1,""],relaunch_execution:[66,2,1,""],set_access_token:[66,2,1,""],terminate_execution:[66,2,1,""],update_launch_plan:[66,2,1,""],update_named_entity:[66,2,1,""],update_project_domain_attributes:[66,2,1,""],update_workflow_attributes:[66,2,1,""]},"flytekit.clis":{auth:[68,0,0,"-"],flyte_cli:[69,0,0,"-"],helpers:[67,0,0,"-"],sdk_in_container:[70,0,0,"-"]},"flytekit.clis.auth":{auth:[68,0,0,"-"],credentials:[68,0,0,"-"],discovery:[68,0,0,"-"]},"flytekit.clis.auth.auth":{AuthorizationClient:[68,1,1,""],AuthorizationCode:[68,1,1,""],Credentials:[68,1,1,""],OAuthCallbackHandler:[68,1,1,""],OAuthHTTPServer:[68,1,1,""]},"flytekit.clis.auth.auth.AuthorizationClient":{credentials:[68,2,1,""],expired:[68,2,1,""],refresh_access_token:[68,2,1,""],request_access_token:[68,2,1,""]},"flytekit.clis.auth.auth.AuthorizationCode":{code:[68,2,1,""],state:[68,2,1,""]},"flytekit.clis.auth.auth.Credentials":{access_token:[68,2,1,""]},"flytekit.clis.auth.auth.OAuthCallbackHandler":{do_GET:[68,2,1,""],handle_login:[68,2,1,""]},"flytekit.clis.auth.auth.OAuthHTTPServer":{handle_authorization_code:[68,2,1,""],redirect_path:[68,2,1,""]},"flytekit.clis.auth.credentials":{get_authorization_endpoints:[68,3,1,""],get_client:[68,3,1,""]},"flytekit.clis.auth.discovery":{AuthorizationEndpoints:[68,1,1,""],DiscoveryClient:[68,1,1,""]},"flytekit.clis.auth.discovery.AuthorizationEndpoints":{auth_endpoint:[68,2,1,""],token_endpoint:[68,2,1,""]},"flytekit.clis.auth.discovery.DiscoveryClient":{authorization_endpoints:[68,2,1,""],get_authorization_endpoints:[68,2,1,""]},"flytekit.clis.flyte_cli":{main:[69,0,0,"-"]},"flytekit.clis.helpers":{construct_literal_map_from_parameter_map:[67,3,1,""],construct_literal_map_from_variable_map:[67,3,1,""],parse_args_into_dict:[67,3,1,""],str2bool:[67,3,1,""]},"flytekit.clis.sdk_in_container":{basic_auth:[70,0,0,"-"],constants:[70,0,0,"-"],launch_plan:[70,0,0,"-"],pyflyte:[70,0,0,"-"],register:[70,0,0,"-"],serialize:[70,0,0,"-"]},"flytekit.clis.sdk_in_container.basic_auth":{get_basic_authorization_header:[70,3,1,""],get_secret:[70,3,1,""],get_token:[70,3,1,""]},"flytekit.clis.sdk_in_container.launch_plan":{LaunchPlanAbstractGroup:[70,1,1,""],LaunchPlanExecuteGroup:[70,1,1,""],activate_all_impl:[70,3,1,""]},"flytekit.clis.sdk_in_container.launch_plan.LaunchPlanAbstractGroup":{get_command:[70,2,1,""],list_commands:[70,2,1,""]},"flytekit.clis.sdk_in_container.pyflyte":{update_configuration_file:[70,3,1,""]},"flytekit.clis.sdk_in_container.register":{register_all:[70,3,1,""],register_tasks_only:[70,3,1,""]},"flytekit.clis.sdk_in_container.serialize":{serialize_all:[70,3,1,""],serialize_tasks_only:[70,3,1,""]},"flytekit.common":{"interface":[71,0,0,"-"],component_nodes:[71,0,0,"-"],constants:[71,0,0,"-"],core:[72,0,0,"-"],exceptions:[73,0,0,"-"],launch_plan:[71,0,0,"-"],mixins:[74,0,0,"-"],nodes:[71,0,0,"-"],notifications:[71,0,0,"-"],promise:[71,0,0,"-"],schedules:[71,0,0,"-"],sdk_bases:[71,0,0,"-"],tasks:[75,0,0,"-"],types:[76,0,0,"-"],utils:[71,0,0,"-"],workflow:[71,0,0,"-"],workflow_execution:[71,0,0,"-"]},"flytekit.common.component_nodes":{SdkTaskNode:[71,1,1,""],SdkWorkflowNode:[71,1,1,""]},"flytekit.common.component_nodes.SdkTaskNode":{promote_from_model:[71,2,1,""],reference_id:[71,2,1,""],sdk_task:[71,2,1,""]},"flytekit.common.component_nodes.SdkWorkflowNode":{launchplan_ref:[71,2,1,""],promote_from_model:[71,2,1,""],sdk_launch_plan:[71,2,1,""],sdk_workflow:[71,2,1,""],sub_workflow_ref:[71,2,1,""]},"flytekit.common.constants":{CloudProvider:[71,1,1,""],SdkTaskType:[71,1,1,""]},"flytekit.common.constants.CloudProvider":{AWS:[71,4,1,""],GCP:[71,4,1,""]},"flytekit.common.constants.SdkTaskType":{BATCH_HIVE_TASK:[71,4,1,""],CONTAINER_ARRAY_TASK:[71,4,1,""],DYNAMIC_TASK:[71,4,1,""],HIVE_JOB:[71,4,1,""],PRESTO_TASK:[71,4,1,""],PYTHON_TASK:[71,4,1,""],PYTORCH_TASK:[71,4,1,""],RAW_CONTAINER_TASK:[71,4,1,""],SENSOR_TASK:[71,4,1,""],SIDECAR_TASK:[71,4,1,""],SPARK_TASK:[71,4,1,""]},"flytekit.common.core":{identifier:[72,0,0,"-"]},"flytekit.common.core.identifier":{Identifier:[72,1,1,""],TaskExecutionIdentifier:[72,1,1,""],WorkflowExecutionIdentifier:[72,1,1,""]},"flytekit.common.core.identifier.Identifier":{from_python_std:[72,2,1,""],promote_from_model:[72,2,1,""]},"flytekit.common.core.identifier.TaskExecutionIdentifier":{from_python_std:[72,2,1,""],promote_from_model:[72,2,1,""]},"flytekit.common.core.identifier.WorkflowExecutionIdentifier":{from_python_std:[72,2,1,""],promote_from_model:[72,2,1,""]},"flytekit.common.exceptions":{base:[73,0,0,"-"],scopes:[73,0,0,"-"],system:[73,0,0,"-"],user:[73,0,0,"-"]},"flytekit.common.exceptions.base":{FlyteException:[73,5,1,""],FlyteRecoverableException:[73,5,1,""]},"flytekit.common.exceptions.scopes":{FlyteScopedException:[73,5,1,""],FlyteScopedSystemException:[73,5,1,""],FlyteScopedUserException:[73,5,1,""],system_entry_point:[73,3,1,""],user_entry_point:[73,3,1,""]},"flytekit.common.exceptions.scopes.FlyteScopedException":{error_code:[73,2,1,""],kind:[73,2,1,""],traceback:[73,2,1,""],type:[73,2,1,""],value:[73,2,1,""],verbose_message:[73,2,1,""]},"flytekit.common.exceptions.scopes.FlyteScopedSystemException":{verbose_message:[73,2,1,""]},"flytekit.common.exceptions.scopes.FlyteScopedUserException":{verbose_message:[73,2,1,""]},"flytekit.common.exceptions.system":{FlyteEntrypointNotLoadable:[73,5,1,""],FlyteNotImplementedException:[73,5,1,""],FlyteSystemAssertion:[73,5,1,""],FlyteSystemException:[73,5,1,""]},"flytekit.common.exceptions.user":{FlyteAssertion:[73,5,1,""],FlyteAuthenticationException:[73,5,1,""],FlyteEntityAlreadyExistsException:[73,5,1,""],FlyteEntityNotExistException:[73,5,1,""],FlyteRecoverableException:[73,5,1,""],FlyteTimeout:[73,5,1,""],FlyteTypeException:[73,5,1,""],FlyteUserException:[73,5,1,""],FlyteValidationException:[73,5,1,""],FlyteValueException:[73,5,1,""]},"flytekit.common.interface":{BindingData:[71,1,1,""],TypedInterface:[71,1,1,""]},"flytekit.common.interface.BindingData":{from_python_std:[71,2,1,""],promote_from_model:[71,2,1,""]},"flytekit.common.interface.TypedInterface":{create_bindings_for_inputs:[71,2,1,""],promote_from_model:[71,2,1,""]},"flytekit.common.launch_plan":{SdkLaunchPlan:[71,1,1,""],SdkRunnableLaunchPlan:[71,1,1,""]},"flytekit.common.launch_plan.SdkLaunchPlan":{"interface":[71,2,1,""],auth_role:[71,2,1,""],entity_type_text:[71,2,1,""],execute_with_literals:[71,2,1,""],fetch:[71,2,1,""],id:[71,2,1,""],is_scheduled:[71,2,1,""],launch_with_literals:[71,2,1,""],promote_from_model:[71,2,1,""],resource_type:[71,2,1,""],update:[71,2,1,""],validate:[71,2,1,""]},"flytekit.common.launch_plan.SdkRunnableLaunchPlan":{"interface":[71,2,1,""],fetch:[71,2,1,""],from_flyte_idl:[71,2,1,""],promote_from_model:[71,2,1,""],register:[71,2,1,""],serialize:[71,2,1,""],upstream_entities:[71,2,1,""],workflow_id:[71,2,1,""]},"flytekit.common.mixins":{artifact:[74,0,0,"-"],hash:[74,0,0,"-"],launchable:[74,0,0,"-"],registerable:[74,0,0,"-"]},"flytekit.common.mixins.artifact":{ExecutionArtifact:[74,1,1,""]},"flytekit.common.mixins.artifact.ExecutionArtifact":{error:[74,2,1,""],inputs:[74,2,1,""],is_complete:[74,2,1,""],outputs:[74,2,1,""],sync:[74,2,1,""],wait_for_completion:[74,2,1,""]},"flytekit.common.mixins.hash":{HashOnReferenceMixin:[74,1,1,""]},"flytekit.common.mixins.launchable":{LaunchableEntity:[74,1,1,""]},"flytekit.common.mixins.launchable.LaunchableEntity":{execute:[74,2,1,""],execute_with_literals:[74,2,1,""],launch:[74,2,1,""],launch_with_literals:[74,2,1,""]},"flytekit.common.mixins.registerable":{RegisterableEntity:[74,1,1,""]},"flytekit.common.mixins.registerable.RegisterableEntity":{auto_assign_name:[74,2,1,""],entity_type_text:[74,2,1,""],has_valid_name:[74,2,1,""],instantiated_in:[74,2,1,""],platform_valid_name:[74,2,1,""],register:[74,2,1,""],resource_type:[74,2,1,""],serialize:[74,2,1,""],upstream_entities:[74,2,1,""]},"flytekit.common.nodes":{OutputParameterMapper:[71,1,1,""],ParameterMapper:[71,1,1,""],SdkNode:[71,1,1,""],SdkNodeExecution:[71,1,1,""]},"flytekit.common.nodes.SdkNode":{assign_id_and_return:[71,2,1,""],executable_sdk_object:[71,2,1,""],outputs:[71,2,1,""],promote_from_model:[71,2,1,""],upstream_node_ids:[71,2,1,""],upstream_nodes:[71,2,1,""],with_overrides:[71,2,1,""]},"flytekit.common.nodes.SdkNodeExecution":{error:[71,2,1,""],executions:[71,2,1,""],inputs:[71,2,1,""],is_complete:[71,2,1,""],outputs:[71,2,1,""],promote_from_model:[71,2,1,""],sync:[71,2,1,""],task_executions:[71,2,1,""],workflow_executions:[71,2,1,""]},"flytekit.common.notifications":{Email:[71,1,1,""],Notification:[71,1,1,""],PagerDuty:[71,1,1,""],Slack:[71,1,1,""]},"flytekit.common.notifications.Email":{promote_from_model:[71,2,1,""]},"flytekit.common.notifications.Notification":{VALID_PHASES:[71,4,1,""],from_flyte_idl:[71,2,1,""]},"flytekit.common.notifications.PagerDuty":{promote_from_model:[71,2,1,""]},"flytekit.common.notifications.Slack":{promote_from_model:[71,2,1,""]},"flytekit.common.promise":{Input:[71,1,1,""],NodeOutput:[71,1,1,""]},"flytekit.common.promise.Input":{help:[71,2,1,""],name:[71,2,1,""],promise:[71,2,1,""],promote_from_model:[71,2,1,""],rename_and_return_reference:[71,2,1,""],sdk_default:[71,2,1,""],sdk_required:[71,2,1,""],sdk_type:[71,2,1,""]},"flytekit.common.promise.NodeOutput":{node_id:[71,2,1,""],promote_from_model:[71,2,1,""],sdk_node:[71,2,1,""],sdk_type:[71,2,1,""]},"flytekit.common.schedules":{CronSchedule:[71,1,1,""],FixedRate:[71,1,1,""]},"flytekit.common.schedules.CronSchedule":{promote_from_model:[71,2,1,""]},"flytekit.common.schedules.FixedRate":{promote_from_model:[71,2,1,""]},"flytekit.common.sdk_bases":{ExtendedSdkType:[71,1,1,""]},"flytekit.common.sdk_bases.ExtendedSdkType":{from_flyte_idl:[71,2,1,""],promote_from_model:[71,2,1,""]},"flytekit.common.tasks":{executions:[75,0,0,"-"],generic_spark_task:[75,0,0,"-"],hive_task:[75,0,0,"-"],output:[75,0,0,"-"],presto_task:[75,0,0,"-"],pytorch_task:[75,0,0,"-"],raw_container:[75,0,0,"-"],sdk_dynamic:[75,0,0,"-"],sdk_runnable:[75,0,0,"-"],sidecar_task:[75,0,0,"-"],spark_task:[75,0,0,"-"],task:[75,0,0,"-"]},"flytekit.common.tasks.executions":{SdkTaskExecution:[75,1,1,""]},"flytekit.common.tasks.executions.SdkTaskExecution":{error:[75,2,1,""],get_child_executions:[75,2,1,""],inputs:[75,2,1,""],is_complete:[75,2,1,""],outputs:[75,2,1,""],promote_from_model:[75,2,1,""],sync:[75,2,1,""]},"flytekit.common.tasks.generic_spark_task":{SdkGenericSparkTask:[75,1,1,""]},"flytekit.common.tasks.generic_spark_task.SdkGenericSparkTask":{add_inputs:[75,2,1,""]},"flytekit.common.tasks.hive_task":{SdkHiveJob:[75,1,1,""],SdkHiveTask:[75,1,1,""]},"flytekit.common.tasks.hive_task.SdkHiveTask":{execute:[75,2,1,""]},"flytekit.common.tasks.output":{OutputReference:[75,1,1,""]},"flytekit.common.tasks.output.OutputReference":{sdk_type:[75,2,1,""],sdk_value:[75,2,1,""],set:[75,2,1,""],value:[75,2,1,""]},"flytekit.common.tasks.presto_task":{SdkPrestoTask:[75,1,1,""]},"flytekit.common.tasks.presto_task.SdkPrestoTask":{add_inputs:[75,2,1,""],catalog:[75,2,1,""],routing_group:[75,2,1,""],schema:[75,2,1,""]},"flytekit.common.tasks.pytorch_task":{SdkPyTorchTask:[75,1,1,""],SdkRunnablePytorchContainer:[75,1,1,""]},"flytekit.common.tasks.pytorch_task.SdkRunnablePytorchContainer":{args:[75,2,1,""]},"flytekit.common.tasks.raw_container":{SdkRawContainerTask:[75,1,1,""],types_to_variable:[75,3,1,""]},"flytekit.common.tasks.raw_container.SdkRawContainerTask":{METADATA_FORMAT_JSON:[75,4,1,""],METADATA_FORMAT_PROTO:[75,4,1,""],METADATA_FORMAT_YAML:[75,4,1,""],add_inputs:[75,2,1,""],add_outputs:[75,2,1,""]},"flytekit.common.tasks.sdk_dynamic":{PromiseOutputReference:[75,1,1,""],SdkDynamicTask:[75,1,1,""]},"flytekit.common.tasks.sdk_dynamic.PromiseOutputReference":{raw_value:[75,2,1,""],set:[75,2,1,""]},"flytekit.common.tasks.sdk_dynamic.SdkDynamicTask":{execute:[75,2,1,""]},"flytekit.common.tasks.sdk_runnable":{ExecutionParameters:[75,1,1,""],SdkRunnableContainer:[75,1,1,""],SdkRunnableTask:[75,1,1,""]},"flytekit.common.tasks.sdk_runnable.ExecutionParameters":{execution_date:[75,2,1,""],execution_id:[75,2,1,""],logging:[75,2,1,""],stats:[75,2,1,""],working_directory:[75,2,1,""]},"flytekit.common.tasks.sdk_runnable.SdkRunnableContainer":{args:[75,2,1,""],env:[75,2,1,""],image:[75,2,1,""]},"flytekit.common.tasks.sdk_runnable.SdkRunnableTask":{add_inputs:[75,2,1,""],execute:[75,2,1,""],local_execute:[75,2,1,""],promote_from_model:[75,2,1,""],task_function:[75,2,1,""],task_function_name:[75,2,1,""],task_module:[75,2,1,""],unit_test:[75,2,1,""],validate:[75,2,1,""]},"flytekit.common.tasks.sidecar_task":{SdkSidecarTask:[75,1,1,""]},"flytekit.common.tasks.sidecar_task.SdkSidecarTask":{reconcile_partial_pod_spec_and_task:[75,2,1,""]},"flytekit.common.tasks.spark_task":{GlobalSparkContext:[75,1,1,""],SdkRunnableSparkContainer:[75,1,1,""],SdkSparkTask:[75,1,1,""]},"flytekit.common.tasks.spark_task.GlobalSparkContext":{get_spark_context:[75,2,1,""]},"flytekit.common.tasks.spark_task.SdkRunnableSparkContainer":{args:[75,2,1,""]},"flytekit.common.tasks.spark_task.SdkSparkTask":{execute:[75,2,1,""]},"flytekit.common.tasks.task":{SdkTask:[75,1,1,""]},"flytekit.common.tasks.task.SdkTask":{"interface":[75,2,1,""],add_inputs:[75,2,1,""],add_outputs:[75,2,1,""],assign_custom_and_return:[75,2,1,""],assign_type_and_return:[75,2,1,""],entity_type_text:[75,2,1,""],fetch:[75,2,1,""],fetch_latest:[75,2,1,""],launch_with_literals:[75,2,1,""],promote_from_model:[75,2,1,""],register:[75,2,1,""],register_and_launch:[75,2,1,""],resource_type:[75,2,1,""],serialize:[75,2,1,""],upstream_entities:[75,2,1,""],validate:[75,2,1,""]},"flytekit.common.types":{base_sdk_types:[76,0,0,"-"],blobs:[76,0,0,"-"],containers:[76,0,0,"-"],helpers:[76,0,0,"-"],impl:[77,0,0,"-"],primitives:[76,0,0,"-"],proto:[76,0,0,"-"],schema:[76,0,0,"-"]},"flytekit.common.types.base_sdk_types":{FlyteSdkType:[76,1,1,""],FlyteSdkValue:[76,1,1,""],InstantiableType:[76,1,1,""],Void:[76,1,1,""]},"flytekit.common.types.base_sdk_types.FlyteSdkType":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],to_flyte_literal_type:[76,2,1,""]},"flytekit.common.types.base_sdk_types.FlyteSdkValue":{from_flyte_idl:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.base_sdk_types.Void":{from_python_std:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.blobs":{Blob:[76,1,1,""],BlobInstantiator:[76,1,1,""],CSV:[76,1,1,""],CsvInstantiator:[76,1,1,""],MultiPartBlob:[76,1,1,""],MultiPartBlobInstantiator:[76,1,1,""],MultiPartCSV:[76,1,1,""],MultiPartCsvInstantiator:[76,1,1,""]},"flytekit.common.types.blobs.Blob":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.blobs.BlobInstantiator":{create_at_known_location:[76,2,1,""],fetch:[76,2,1,""]},"flytekit.common.types.blobs.CSV":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""]},"flytekit.common.types.blobs.CsvInstantiator":{create_at_known_location:[76,2,1,""],fetch:[76,2,1,""]},"flytekit.common.types.blobs.MultiPartBlob":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.blobs.MultiPartBlobInstantiator":{create_at_known_location:[76,2,1,""],fetch:[76,2,1,""]},"flytekit.common.types.blobs.MultiPartCSV":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""]},"flytekit.common.types.blobs.MultiPartCsvInstantiator":{create_at_known_location:[76,2,1,""],fetch:[76,2,1,""]},"flytekit.common.types.containers":{CollectionType:[76,1,1,""],List:[76,3,1,""],ListImpl:[76,1,1,""],TypedCollectionType:[76,1,1,""],TypedListImpl:[76,1,1,""]},"flytekit.common.types.containers.TypedCollectionType":{sub_type:[76,2,1,""]},"flytekit.common.types.containers.TypedListImpl":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""],verbose_string:[76,2,1,""]},"flytekit.common.types.helpers":{get_sdk_type_from_literal_type:[76,3,1,""],get_sdk_value_from_literal:[76,3,1,""],infer_sdk_type_from_literal:[76,3,1,""],pack_python_std_map_to_literal_map:[76,3,1,""],python_std_to_sdk_type:[76,3,1,""],unpack_literal_map_to_sdk_object:[76,3,1,""],unpack_literal_map_to_sdk_python_std:[76,3,1,""]},"flytekit.common.types.impl":{blobs:[77,0,0,"-"],schema:[77,0,0,"-"]},"flytekit.common.types.impl.blobs":{Blob:[77,1,1,""],MultiPartBlob:[77,1,1,""]},"flytekit.common.types.impl.blobs.Blob":{create_at_any_location:[77,2,1,""],create_at_known_location:[77,2,1,""],download:[77,2,1,""],fetch:[77,2,1,""],from_python_std:[77,2,1,""],from_string:[77,2,1,""],local_path:[77,2,1,""],mode:[77,2,1,""],promote_from_model:[77,2,1,""],remote_location:[77,2,1,""],upload:[77,2,1,""]},"flytekit.common.types.impl.blobs.MultiPartBlob":{create_at_any_location:[77,2,1,""],create_at_known_location:[77,2,1,""],create_part:[77,2,1,""],download:[77,2,1,""],fetch:[77,2,1,""],from_python_std:[77,2,1,""],from_string:[77,2,1,""],local_path:[77,2,1,""],mode:[77,2,1,""],promote_from_model:[77,2,1,""],remote_location:[77,2,1,""],upload:[77,2,1,""]},"flytekit.common.types.impl.schema":{Schema:[77,1,1,""],SchemaType:[77,1,1,""],get_supported_literal_types_to_pandas_types:[77,3,1,""]},"flytekit.common.types.impl.schema.Schema":{cast_to:[77,2,1,""],compare_dataframe_to_schema:[77,2,1,""],create_at_any_location:[77,2,1,""],create_at_known_location:[77,2,1,""],create_from_hive_query:[77,2,1,""],download:[77,2,1,""],fetch:[77,2,1,""],from_python_std:[77,2,1,""],from_string:[77,2,1,""],get_write_partition_to_hive_table_query:[77,2,1,""],local_path:[77,2,1,""],mode:[77,2,1,""],multipart_blob:[77,2,1,""],promote_from_model:[77,2,1,""],remote_location:[77,2,1,""],remote_prefix:[77,2,1,""],type:[77,2,1,""],upload:[77,2,1,""],uri:[77,2,1,""]},"flytekit.common.types.impl.schema.SchemaType":{columns:[77,2,1,""],promote_from_model:[77,2,1,""],sdk_columns:[77,2,1,""]},"flytekit.common.types.primitives":{Boolean:[76,1,1,""],Datetime:[76,1,1,""],Float:[76,1,1,""],Generic:[76,1,1,""],Integer:[76,1,1,""],String:[76,1,1,""],Timedelta:[76,1,1,""]},"flytekit.common.types.primitives.Boolean":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.Datetime":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.Float":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.Generic":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],long_string:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.Integer":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.String":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""],verbose_string:[76,2,1,""]},"flytekit.common.types.primitives.Timedelta":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.proto":{Protobuf:[76,1,1,""],ProtobufType:[76,1,1,""],create_protobuf:[76,3,1,""]},"flytekit.common.types.proto.Protobuf":{PB_FIELD_KEY:[76,4,1,""],TAG_PREFIX:[76,4,1,""],from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.proto.ProtobufType":{descriptor:[76,2,1,""],pb_type:[76,2,1,""],tag:[76,2,1,""]},"flytekit.common.types.schema":{Schema:[76,1,1,""],SchemaInstantiator:[76,1,1,""],schema_instantiator:[76,3,1,""],schema_instantiator_from_proto:[76,3,1,""]},"flytekit.common.types.schema.Schema":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.schema.SchemaInstantiator":{columns:[76,2,1,""],create:[76,2,1,""],create_at_known_location:[76,2,1,""],create_from_hive_query:[76,2,1,""],fetch:[76,2,1,""],schema_type:[76,2,1,""]},"flytekit.common.utils":{AutoDeletingTempDir:[71,1,1,""],Directory:[71,1,1,""],ExitStack:[71,1,1,""],PerformanceTimer:[71,1,1,""],fqdn:[71,3,1,""],fqdn_safe:[71,3,1,""],get_version_message:[71,3,1,""],load_proto_from_file:[71,3,1,""],write_proto_to_file:[71,3,1,""]},"flytekit.common.utils.AutoDeletingTempDir":{force_cleanup:[71,2,1,""],get_named_tempfile:[71,2,1,""]},"flytekit.common.utils.Directory":{list_dir:[71,2,1,""],name:[71,2,1,""]},"flytekit.common.utils.ExitStack":{enter_context:[71,2,1,""],pop_all:[71,2,1,""]},"flytekit.common.workflow":{Output:[71,1,1,""],SdkWorkflow:[71,1,1,""],build_sdk_workflow_from_metaclass:[71,3,1,""]},"flytekit.common.workflow.Output":{"var":[71,2,1,""],binding_data:[71,2,1,""],name:[71,2,1,""],rename_and_return_reference:[71,2,1,""]},"flytekit.common.workflow.SdkWorkflow":{"interface":[71,2,1,""],create_launch_plan:[71,2,1,""],entity_type_text:[71,2,1,""],fetch:[71,2,1,""],get_non_system_nodes:[71,2,1,""],get_sub_workflows:[71,2,1,""],promote_from_model:[71,2,1,""],register:[71,2,1,""],resource_type:[71,2,1,""],serialize:[71,2,1,""],upstream_entities:[71,2,1,""],user_inputs:[71,2,1,""],validate:[71,2,1,""]},"flytekit.common.workflow_execution":{SdkWorkflowExecution:[71,1,1,""]},"flytekit.common.workflow_execution.SdkWorkflowExecution":{error:[71,2,1,""],fetch:[71,2,1,""],get_node_executions:[71,2,1,""],inputs:[71,2,1,""],is_complete:[71,2,1,""],node_executions:[71,2,1,""],outputs:[71,2,1,""],promote_from_model:[71,2,1,""],sync:[71,2,1,""],terminate:[71,2,1,""]},"flytekit.configuration":{TemporaryConfiguration:[78,1,1,""],auth:[78,0,0,"-"],aws:[78,0,0,"-"],common:[78,0,0,"-"],creds:[78,0,0,"-"],gcp:[78,0,0,"-"],internal:[78,0,0,"-"],platform:[78,0,0,"-"],resources:[78,0,0,"-"],sdk:[78,0,0,"-"],set_flyte_config_file:[78,3,1,""],statsd:[78,0,0,"-"]},"flytekit.configuration.auth":{ASSUMABLE_IAM_ROLE:[78,6,1,""],KUBERNETES_SERVICE_ACCOUNT:[78,6,1,""]},"flytekit.configuration.common":{FlyteBoolConfigurationEntry:[78,1,1,""],FlyteConfigurationFile:[78,1,1,""],FlyteIntegerConfigurationEntry:[78,1,1,""],FlyteRequiredBoolConfigurationEntry:[78,1,1,""],FlyteRequiredIntegerConfigurationEntry:[78,1,1,""],FlyteRequiredStringConfigurationEntry:[78,1,1,""],FlyteRequiredStringListConfigurationEntry:[78,1,1,""],FlyteStringConfigurationEntry:[78,1,1,""],FlyteStringListConfigurationEntry:[78,1,1,""],format_section_key:[78,3,1,""]},"flytekit.configuration.common.FlyteConfigurationFile":{get_bool:[78,2,1,""],get_int:[78,2,1,""],get_string:[78,2,1,""],reset_config:[78,2,1,""]},"flytekit.configuration.creds":{AUTHORIZATION_METADATA_KEY:[78,6,1,""],AUTH_MODE:[78,6,1,""],CLIENT_CREDENTIALS_SCOPE:[78,6,1,""],CLIENT_CREDENTIALS_SECRET:[78,6,1,""],CLIENT_ID:[78,6,1,""],REDIRECT_URI:[78,6,1,""]},"flytekit.configuration.internal":{look_up_version_from_image_tag:[78,3,1,""]},"flytekit.configuration.platform":{AUTH:[78,6,1,""],HTTP_URL:[78,6,1,""]},"flytekit.configuration.resources":{DEFAULT_CPU_LIMIT:[78,6,1,""],DEFAULT_CPU_REQUEST:[78,6,1,""],DEFAULT_GPU_LIMIT:[78,6,1,""],DEFAULT_GPU_REQUEST:[78,6,1,""],DEFAULT_MEMORY_LIMIT:[78,6,1,""],DEFAULT_MEMORY_REQUEST:[78,6,1,""],DEFAULT_STORAGE_LIMIT:[78,6,1,""],DEFAULT_STORAGE_REQUEST:[78,6,1,""]},"flytekit.configuration.sdk":{EXECUTION_ENGINE:[78,6,1,""],LAUNCH_PLAN_NAME_FORMAT:[78,6,1,""],LOCAL_SANDBOX:[78,6,1,""],LOGGING_LEVEL:[78,6,1,""],NAME_FORMAT:[78,6,1,""],PARQUET_ENGINE:[78,6,1,""],ROLE:[78,6,1,""],SDK_PYTHON_VENV:[78,6,1,""],TASK_NAME_FORMAT:[78,6,1,""],TYPE_ENGINES:[78,6,1,""],WORKFLOW_NAME_FORMAT:[78,6,1,""],WORKFLOW_PACKAGES:[78,6,1,""]},"flytekit.contrib":{sensors:[80,0,0,"-"]},"flytekit.contrib.sensors":{base_sensor:[80,0,0,"-"],impl:[80,0,0,"-"],task:[80,0,0,"-"]},"flytekit.contrib.sensors.base_sensor":{Sensor:[80,1,1,""]},"flytekit.contrib.sensors.base_sensor.Sensor":{sense:[80,2,1,""],sense_with_wait_hint:[80,2,1,""]},"flytekit.contrib.sensors.impl":{HiveFilteredPartitionSensor:[80,1,1,""],HiveNamedPartitionSensor:[80,1,1,""],HiveTableSensor:[80,1,1,""]},"flytekit.contrib.sensors.task":{SensorTask:[80,1,1,""],sensor_task:[80,3,1,""]},"flytekit.engines":{common:[81,0,0,"-"],flyte:[82,0,0,"-"],loader:[81,0,0,"-"],unit:[83,0,0,"-"]},"flytekit.engines.common":{BaseExecutionEngineFactory:[81,1,1,""],BaseLaunchPlanLauncher:[81,1,1,""],BaseNodeExecution:[81,1,1,""],BaseTaskExecution:[81,1,1,""],BaseTaskExecutor:[81,1,1,""],BaseWorkflowExecution:[81,1,1,""],BaseWorkflowExecutor:[81,1,1,""],EngineContext:[81,1,1,""]},"flytekit.engines.common.BaseExecutionEngineFactory":{fetch_latest_task:[81,2,1,""],fetch_launch_plan:[81,2,1,""],fetch_task:[81,2,1,""],fetch_workflow:[81,2,1,""],fetch_workflow_execution:[81,2,1,""],get_launch_plan:[81,2,1,""],get_node_execution:[81,2,1,""],get_task:[81,2,1,""],get_task_execution:[81,2,1,""],get_workflow:[81,2,1,""],get_workflow_execution:[81,2,1,""]},"flytekit.engines.common.BaseLaunchPlanLauncher":{launch:[81,2,1,""],register:[81,2,1,""],sdk_launch_plan:[81,2,1,""],update:[81,2,1,""]},"flytekit.engines.common.BaseNodeExecution":{get_inputs:[81,2,1,""],get_outputs:[81,2,1,""],get_subworkflow_executions:[81,2,1,""],get_task_executions:[81,2,1,""],sdk_node_execution:[81,2,1,""],sync:[81,2,1,""]},"flytekit.engines.common.BaseTaskExecution":{get_child_executions:[81,2,1,""],get_inputs:[81,2,1,""],get_outputs:[81,2,1,""],sdk_task_execution:[81,2,1,""],sync:[81,2,1,""]},"flytekit.engines.common.BaseTaskExecutor":{execute:[81,2,1,""],launch:[81,2,1,""],register:[81,2,1,""],sdk_task:[81,2,1,""]},"flytekit.engines.common.BaseWorkflowExecution":{get_inputs:[81,2,1,""],get_node_executions:[81,2,1,""],get_outputs:[81,2,1,""],sdk_workflow_execution:[81,2,1,""],sync:[81,2,1,""],terminate:[81,2,1,""]},"flytekit.engines.common.BaseWorkflowExecutor":{register:[81,2,1,""],sdk_workflow:[81,2,1,""]},"flytekit.engines.common.EngineContext":{execution_date:[81,2,1,""],execution_id:[81,2,1,""],logging:[81,2,1,""],stats:[81,2,1,""],working_directory:[81,2,1,""]},"flytekit.engines.flyte":{engine:[82,0,0,"-"]},"flytekit.engines.flyte.engine":{FlyteEngineFactory:[82,1,1,""],FlyteLaunchPlan:[82,1,1,""],FlyteNodeExecution:[82,1,1,""],FlyteTask:[82,1,1,""],FlyteTaskExecution:[82,1,1,""],FlyteWorkflow:[82,1,1,""],FlyteWorkflowExecution:[82,1,1,""]},"flytekit.engines.flyte.engine.FlyteEngineFactory":{fetch_latest_task:[82,2,1,""],fetch_launch_plan:[82,2,1,""],fetch_task:[82,2,1,""],fetch_workflow:[82,2,1,""],fetch_workflow_execution:[82,2,1,""],get_launch_plan:[82,2,1,""],get_node_execution:[82,2,1,""],get_task:[82,2,1,""],get_task_execution:[82,2,1,""],get_workflow:[82,2,1,""],get_workflow_execution:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteLaunchPlan":{execute:[82,2,1,""],launch:[82,2,1,""],register:[82,2,1,""],update:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteNodeExecution":{get_inputs:[82,2,1,""],get_outputs:[82,2,1,""],get_subworkflow_executions:[82,2,1,""],get_task_executions:[82,2,1,""],sync:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteTask":{execute:[82,2,1,""],launch:[82,2,1,""],register:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteTaskExecution":{get_child_executions:[82,2,1,""],get_inputs:[82,2,1,""],get_outputs:[82,2,1,""],sync:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteWorkflow":{register:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteWorkflowExecution":{get_inputs:[82,2,1,""],get_node_executions:[82,2,1,""],get_outputs:[82,2,1,""],sync:[82,2,1,""],terminate:[82,2,1,""]},"flytekit.engines.loader":{get_engine:[81,3,1,""]},"flytekit.engines.unit":{engine:[83,0,0,"-"],mock_stats:[83,0,0,"-"]},"flytekit.engines.unit.engine":{DynamicTask:[83,1,1,""],HiveTask:[83,1,1,""],ReturnOutputsTask:[83,1,1,""],UnitTestEngineFactory:[83,1,1,""],UnitTestEngineTask:[83,1,1,""]},"flytekit.engines.unit.engine.DynamicTask":{execute_array_task:[83,2,1,""],fulfil_bindings:[83,2,1,""],has_workflow_node:[83,2,1,""]},"flytekit.engines.unit.engine.UnitTestEngineFactory":{fetch_latest_task:[83,2,1,""],fetch_launch_plan:[83,2,1,""],fetch_task:[83,2,1,""],fetch_workflow:[83,2,1,""],fetch_workflow_execution:[83,2,1,""],get_launch_plan:[83,2,1,""],get_node_execution:[83,2,1,""],get_task:[83,2,1,""],get_task_execution:[83,2,1,""],get_workflow:[83,2,1,""],get_workflow_execution:[83,2,1,""]},"flytekit.engines.unit.engine.UnitTestEngineTask":{execute:[83,2,1,""],launch:[83,2,1,""],register:[83,2,1,""]},"flytekit.engines.unit.mock_stats":{MockStats:[83,1,1,""]},"flytekit.engines.unit.mock_stats.MockStats":{current_tags:[83,2,1,""],current_value:[83,2,1,""],decr:[83,2,1,""],gauge:[83,2,1,""],incr:[83,2,1,""],timer:[83,2,1,""],timing:[83,2,1,""]},"flytekit.interfaces":{data:[85,0,0,"-"],random:[84,0,0,"-"],stats:[90,0,0,"-"]},"flytekit.interfaces.data":{common:[85,0,0,"-"],data_proxy:[85,0,0,"-"],gcs:[86,0,0,"-"],http:[87,0,0,"-"],local:[88,0,0,"-"],s3:[89,0,0,"-"]},"flytekit.interfaces.data.common":{DataProxy:[85,1,1,""]},"flytekit.interfaces.data.common.DataProxy":{download:[85,2,1,""],download_directory:[85,2,1,""],exists:[85,2,1,""],get_random_directory:[85,2,1,""],get_random_path:[85,2,1,""],upload:[85,2,1,""],upload_directory:[85,2,1,""]},"flytekit.interfaces.data.data_proxy":{Data:[85,1,1,""],LocalDataContext:[85,1,1,""],LocalWorkingDirectoryContext:[85,1,1,""],RemoteDataContext:[85,1,1,""]},"flytekit.interfaces.data.data_proxy.Data":{data_exists:[85,2,1,""],get_data:[85,2,1,""],get_remote_directory:[85,2,1,""],get_remote_path:[85,2,1,""],put_data:[85,2,1,""]},"flytekit.interfaces.data.data_proxy.LocalWorkingDirectoryContext":{get:[85,2,1,""]},"flytekit.interfaces.data.gcs":{gcs_proxy:[86,0,0,"-"]},"flytekit.interfaces.data.gcs.gcs_proxy":{GCSProxy:[86,1,1,""]},"flytekit.interfaces.data.gcs.gcs_proxy.GCSProxy":{download:[86,2,1,""],download_directory:[86,2,1,""],exists:[86,2,1,""],get_random_directory:[86,2,1,""],get_random_path:[86,2,1,""],upload:[86,2,1,""],upload_directory:[86,2,1,""]},"flytekit.interfaces.data.http":{http_data_proxy:[87,0,0,"-"]},"flytekit.interfaces.data.http.http_data_proxy":{HttpFileProxy:[87,1,1,""]},"flytekit.interfaces.data.http.http_data_proxy.HttpFileProxy":{download:[87,2,1,""],download_directory:[87,2,1,""],exists:[87,2,1,""],get_random_directory:[87,2,1,""],get_random_path:[87,2,1,""],upload:[87,2,1,""],upload_directory:[87,2,1,""]},"flytekit.interfaces.data.local":{local_file_proxy:[88,0,0,"-"]},"flytekit.interfaces.data.local.local_file_proxy":{LocalFileProxy:[88,1,1,""]},"flytekit.interfaces.data.local.local_file_proxy.LocalFileProxy":{download:[88,2,1,""],download_directory:[88,2,1,""],exists:[88,2,1,""],get_random_directory:[88,2,1,""],get_random_path:[88,2,1,""],upload:[88,2,1,""],upload_directory:[88,2,1,""]},"flytekit.interfaces.data.s3":{s3proxy:[89,0,0,"-"]},"flytekit.interfaces.data.s3.s3proxy":{AwsS3Proxy:[89,1,1,""]},"flytekit.interfaces.data.s3.s3proxy.AwsS3Proxy":{download:[89,2,1,""],download_directory:[89,2,1,""],exists:[89,2,1,""],get_random_directory:[89,2,1,""],get_random_path:[89,2,1,""],upload:[89,2,1,""],upload_directory:[89,2,1,""]},"flytekit.interfaces.random":{random:[84,6,1,""],seed_flyte_random:[84,3,1,""]},"flytekit.interfaces.stats":{client:[90,0,0,"-"],taggable:[90,0,0,"-"]},"flytekit.interfaces.stats.client":{ScopeableStatsProxy:[90,1,1,""],StatsClientProxy:[90,1,1,""],get_base_stats:[90,3,1,""],get_stats:[90,3,1,""]},"flytekit.interfaces.stats.client.ScopeableStatsProxy":{EXTENDABLE_FUNC:[90,4,1,""],get_stats:[90,2,1,""],pipeline:[90,2,1,""]},"flytekit.interfaces.stats.taggable":{TaggableStats:[90,1,1,""],get_stats:[90,3,1,""]},"flytekit.interfaces.stats.taggable.TaggableStats":{EXTENDABLE_FUNC:[90,4,1,""],clear_tags:[90,2,1,""],extend_tags:[90,2,1,""],full_prefix:[90,2,1,""],get_stats:[90,2,1,""],pipeline:[90,2,1,""]},"flytekit.models":{"interface":[91,0,0,"-"],admin:[92,0,0,"-"],array_job:[91,0,0,"-"],common:[91,0,0,"-"],core:[93,0,0,"-"],dynamic_job:[91,0,0,"-"],execution:[91,0,0,"-"],filters:[91,0,0,"-"],launch_plan:[91,0,0,"-"],literals:[91,0,0,"-"],matchable_resource:[91,0,0,"-"],named_entity:[91,0,0,"-"],node_execution:[91,0,0,"-"],presto:[91,0,0,"-"],project:[91,0,0,"-"],qubole:[91,0,0,"-"],schedule:[91,0,0,"-"],task:[91,0,0,"-"],types:[91,0,0,"-"],workflow_closure:[91,0,0,"-"]},"flytekit.models.admin":{common:[92,0,0,"-"],task_execution:[92,0,0,"-"],workflow:[92,0,0,"-"]},"flytekit.models.admin.common":{Sort:[92,1,1,""]},"flytekit.models.admin.common.Sort":{Direction:[92,1,1,""],direction:[92,2,1,""],from_flyte_idl:[92,2,1,""],from_python_std:[92,2,1,""],key:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.admin.common.Sort.Direction":{ASCENDING:[92,4,1,""],DESCENDING:[92,4,1,""]},"flytekit.models.admin.task_execution":{TaskExecution:[92,1,1,""],TaskExecutionClosure:[92,1,1,""]},"flytekit.models.admin.task_execution.TaskExecution":{closure:[92,2,1,""],from_flyte_idl:[92,2,1,""],id:[92,2,1,""],input_uri:[92,2,1,""],is_parent:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.admin.task_execution.TaskExecutionClosure":{created_at:[92,2,1,""],duration:[92,2,1,""],error:[92,2,1,""],from_flyte_idl:[92,2,1,""],logs:[92,2,1,""],output_uri:[92,2,1,""],phase:[92,2,1,""],started_at:[92,2,1,""],to_flyte_idl:[92,2,1,""],updated_at:[92,2,1,""]},"flytekit.models.admin.workflow":{Workflow:[92,1,1,""],WorkflowClosure:[92,1,1,""],WorkflowSpec:[92,1,1,""]},"flytekit.models.admin.workflow.Workflow":{closure:[92,2,1,""],from_flyte_idl:[92,2,1,""],id:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.admin.workflow.WorkflowClosure":{compiled_workflow:[92,2,1,""],from_flyte_idl:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.admin.workflow.WorkflowSpec":{from_flyte_idl:[92,2,1,""],sub_workflows:[92,2,1,""],template:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.array_job":{ArrayJob:[91,1,1,""]},"flytekit.models.array_job.ArrayJob":{from_dict:[91,2,1,""],min_successes:[91,2,1,""],parallelism:[91,2,1,""],size:[91,2,1,""],to_dict:[91,2,1,""]},"flytekit.models.common":{Annotations:[91,1,1,""],AuthRole:[91,1,1,""],EmailNotification:[91,1,1,""],FlyteABCMeta:[91,1,1,""],FlyteCustomIdlEntity:[91,1,1,""],FlyteIdlEntity:[91,1,1,""],FlyteType:[91,1,1,""],Labels:[91,1,1,""],NamedEntityIdentifier:[91,1,1,""],Notification:[91,1,1,""],PagerDutyNotification:[91,1,1,""],SlackNotification:[91,1,1,""],UrlBlob:[91,1,1,""]},"flytekit.models.common.Annotations":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],values:[91,2,1,""]},"flytekit.models.common.AuthRole":{assumable_iam_role:[91,2,1,""],from_flyte_idl:[91,2,1,""],kubernetes_service_account:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.EmailNotification":{from_flyte_idl:[91,2,1,""],recipients_email:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.FlyteCustomIdlEntity":{from_dict:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_dict:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.FlyteIdlEntity":{is_empty:[91,2,1,""],short_string:[91,2,1,""],to_flyte_idl:[91,2,1,""],verbose_string:[91,2,1,""]},"flytekit.models.common.FlyteType":{from_flyte_idl:[91,2,1,""],short_class_string:[91,2,1,""],verbose_class_string:[91,2,1,""]},"flytekit.models.common.Labels":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],values:[91,2,1,""]},"flytekit.models.common.NamedEntityIdentifier":{domain:[91,2,1,""],from_flyte_idl:[91,2,1,""],name:[91,2,1,""],project:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.Notification":{email:[91,2,1,""],from_flyte_idl:[91,2,1,""],pager_duty:[91,2,1,""],phases:[91,2,1,""],slack:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.PagerDutyNotification":{from_flyte_idl:[91,2,1,""],recipients_email:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.SlackNotification":{from_flyte_idl:[91,2,1,""],recipients_email:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.UrlBlob":{bytes:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],url:[91,2,1,""]},"flytekit.models.core":{compiler:[93,0,0,"-"],condition:[93,0,0,"-"],errors:[93,0,0,"-"],execution:[93,0,0,"-"],identifier:[93,0,0,"-"],types:[93,0,0,"-"],workflow:[93,0,0,"-"]},"flytekit.models.core.compiler":{CompiledTask:[93,1,1,""],CompiledWorkflow:[93,1,1,""],CompiledWorkflowClosure:[93,1,1,""],ConnectionSet:[93,1,1,""]},"flytekit.models.core.compiler.CompiledTask":{from_flyte_idl:[93,2,1,""],template:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.compiler.CompiledWorkflow":{connections:[93,2,1,""],from_flyte_idl:[93,2,1,""],template:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.compiler.CompiledWorkflowClosure":{from_flyte_idl:[93,2,1,""],primary:[93,2,1,""],sub_workflows:[93,2,1,""],tasks:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.compiler.ConnectionSet":{IdList:[93,1,1,""],downstream:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""],upstream:[93,2,1,""]},"flytekit.models.core.compiler.ConnectionSet.IdList":{from_flyte_idl:[93,2,1,""],ids:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.condition":{BooleanExpression:[93,1,1,""],ComparisonExpression:[93,1,1,""],ConjunctionExpression:[93,1,1,""],Operand:[93,1,1,""]},"flytekit.models.core.condition.BooleanExpression":{comparison:[93,2,1,""],conjunction:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.condition.ComparisonExpression":{Operator:[93,1,1,""],from_flyte_idl:[93,2,1,""],left_value:[93,2,1,""],operator:[93,2,1,""],right_value:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.condition.ComparisonExpression.Operator":{EQ:[93,4,1,""],GT:[93,4,1,""],GTE:[93,4,1,""],LT:[93,4,1,""],LTE:[93,4,1,""],NEQ:[93,4,1,""]},"flytekit.models.core.condition.ConjunctionExpression":{LogicalOperator:[93,1,1,""],from_flyte_idl:[93,2,1,""],left_expression:[93,2,1,""],operator:[93,2,1,""],right_expression:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.condition.ConjunctionExpression.LogicalOperator":{AND:[93,4,1,""],OR:[93,4,1,""]},"flytekit.models.core.condition.Operand":{"var":[93,2,1,""],from_flyte_idl:[93,2,1,""],primitive:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.errors":{ContainerError:[93,1,1,""],ErrorDocument:[93,1,1,""]},"flytekit.models.core.errors.ContainerError":{Kind:[93,1,1,""],code:[93,2,1,""],from_flyte_idl:[93,2,1,""],kind:[93,2,1,""],message:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.errors.ContainerError.Kind":{NON_RECOVERABLE:[93,4,1,""],RECOVERABLE:[93,4,1,""]},"flytekit.models.core.errors.ErrorDocument":{error:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.execution":{ExecutionError:[93,1,1,""],NodeExecutionPhase:[93,1,1,""],TaskExecutionPhase:[93,1,1,""],TaskLog:[93,1,1,""],WorkflowExecutionPhase:[93,1,1,""]},"flytekit.models.core.execution.ExecutionError":{code:[93,2,1,""],error_uri:[93,2,1,""],from_flyte_idl:[93,2,1,""],message:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.execution.NodeExecutionPhase":{ABORTED:[93,4,1,""],FAILED:[93,4,1,""],FAILING:[93,4,1,""],QUEUED:[93,4,1,""],RUNNING:[93,4,1,""],SKIPPED:[93,4,1,""],SUCCEEDED:[93,4,1,""],TIMED_OUT:[93,4,1,""],UNDEFINED:[93,4,1,""],enum_to_string:[93,2,1,""]},"flytekit.models.core.execution.TaskExecutionPhase":{ABORTED:[93,4,1,""],FAILED:[93,4,1,""],QUEUED:[93,4,1,""],RUNNING:[93,4,1,""],SUCCEEDED:[93,4,1,""],UNDEFINED:[93,4,1,""],enum_to_string:[93,2,1,""]},"flytekit.models.core.execution.TaskLog":{MessageFormat:[93,1,1,""],from_flyte_idl:[93,2,1,""],message_format:[93,2,1,""],name:[93,2,1,""],to_flyte_idl:[93,2,1,""],ttl:[93,2,1,""],uri:[93,2,1,""]},"flytekit.models.core.execution.TaskLog.MessageFormat":{CSV:[93,4,1,""],JSON:[93,4,1,""],UNKNOWN:[93,4,1,""]},"flytekit.models.core.execution.WorkflowExecutionPhase":{ABORTED:[93,4,1,""],FAILED:[93,4,1,""],FAILING:[93,4,1,""],QUEUED:[93,4,1,""],RUNNING:[93,4,1,""],SUCCEEDED:[93,4,1,""],SUCCEEDING:[93,4,1,""],TIMED_OUT:[93,4,1,""],UNDEFINED:[93,4,1,""],enum_to_string:[93,2,1,""]},"flytekit.models.core.identifier":{Identifier:[93,1,1,""],NodeExecutionIdentifier:[93,1,1,""],ResourceType:[93,1,1,""],TaskExecutionIdentifier:[93,1,1,""],WorkflowExecutionIdentifier:[93,1,1,""]},"flytekit.models.core.identifier.Identifier":{domain:[93,2,1,""],from_flyte_idl:[93,2,1,""],name:[93,2,1,""],project:[93,2,1,""],resource_type:[93,2,1,""],to_flyte_idl:[93,2,1,""],version:[93,2,1,""]},"flytekit.models.core.identifier.NodeExecutionIdentifier":{execution_id:[93,2,1,""],from_flyte_idl:[93,2,1,""],node_id:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.identifier.ResourceType":{LAUNCH_PLAN:[93,4,1,""],TASK:[93,4,1,""],UNSPECIFIED:[93,4,1,""],WORKFLOW:[93,4,1,""]},"flytekit.models.core.identifier.TaskExecutionIdentifier":{from_flyte_idl:[93,2,1,""],node_execution_id:[93,2,1,""],retry_attempt:[93,2,1,""],task_id:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.identifier.WorkflowExecutionIdentifier":{domain:[93,2,1,""],from_flyte_idl:[93,2,1,""],name:[93,2,1,""],project:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.types":{BlobType:[93,1,1,""]},"flytekit.models.core.types.BlobType":{BlobDimensionality:[93,1,1,""],dimensionality:[93,2,1,""],format:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.types.BlobType.BlobDimensionality":{MULTIPART:[93,4,1,""],SINGLE:[93,4,1,""]},"flytekit.models.core.workflow":{Alias:[93,1,1,""],BranchNode:[93,1,1,""],IfBlock:[93,1,1,""],IfElseBlock:[93,1,1,""],Node:[93,1,1,""],NodeMetadata:[93,1,1,""],TaskNode:[93,1,1,""],WorkflowMetadata:[93,1,1,""],WorkflowMetadataDefaults:[93,1,1,""],WorkflowNode:[93,1,1,""],WorkflowTemplate:[93,1,1,""]},"flytekit.models.core.workflow.Alias":{"var":[93,2,1,""],alias:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.BranchNode":{from_flyte_idl:[93,2,1,""],if_else:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.IfBlock":{condition:[93,2,1,""],from_flyte_idl:[93,2,1,""],then_node:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.IfElseBlock":{"case":[93,2,1,""],else_node:[93,2,1,""],error:[93,2,1,""],from_flyte_idl:[93,2,1,""],other:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.Node":{branch_node:[93,2,1,""],from_flyte_idl:[93,2,1,""],id:[93,2,1,""],inputs:[93,2,1,""],metadata:[93,2,1,""],output_aliases:[93,2,1,""],target:[93,2,1,""],task_node:[93,2,1,""],to_flyte_idl:[93,2,1,""],upstream_node_ids:[93,2,1,""],workflow_node:[93,2,1,""]},"flytekit.models.core.workflow.NodeMetadata":{from_flyte_idl:[93,2,1,""],interruptible:[93,2,1,""],name:[93,2,1,""],retries:[93,2,1,""],timeout:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.TaskNode":{from_flyte_idl:[93,2,1,""],reference_id:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.WorkflowMetadata":{OnFailurePolicy:[93,1,1,""],from_flyte_idl:[93,2,1,""],on_failure:[93,2,1,""],queuing_budget:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.WorkflowMetadata.OnFailurePolicy":{FAIL_AFTER_EXECUTABLE_NODES_COMPLETE:[93,4,1,""],FAIL_IMMEDIATELY:[93,4,1,""]},"flytekit.models.core.workflow.WorkflowMetadataDefaults":{from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.WorkflowNode":{from_flyte_idl:[93,2,1,""],launchplan_ref:[93,2,1,""],reference:[93,2,1,""],sub_workflow_ref:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.WorkflowTemplate":{"interface":[93,2,1,""],failure_node:[93,2,1,""],from_flyte_idl:[93,2,1,""],id:[93,2,1,""],metadata:[93,2,1,""],metadata_defaults:[93,2,1,""],nodes:[93,2,1,""],outputs:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.dynamic_job":{DynamicJobSpec:[91,1,1,""]},"flytekit.models.dynamic_job.DynamicJobSpec":{from_flyte_idl:[91,2,1,""],min_successes:[91,2,1,""],nodes:[91,2,1,""],outputs:[91,2,1,""],subworkflows:[91,2,1,""],tasks:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution":{Execution:[91,1,1,""],ExecutionClosure:[91,1,1,""],ExecutionMetadata:[91,1,1,""],ExecutionSpec:[91,1,1,""],LiteralMapBlob:[91,1,1,""],NodeExecutionGetDataResponse:[91,1,1,""],NotificationList:[91,1,1,""],TaskExecutionGetDataResponse:[91,1,1,""],WorkflowExecutionGetDataResponse:[91,1,1,""]},"flytekit.models.execution.Execution":{closure:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],spec:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.ExecutionClosure":{error:[91,2,1,""],from_flyte_idl:[91,2,1,""],outputs:[91,2,1,""],phase:[91,2,1,""],started_at:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.ExecutionMetadata":{ExecutionMode:[91,1,1,""],from_flyte_idl:[91,2,1,""],mode:[91,2,1,""],nesting:[91,2,1,""],principal:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.ExecutionMetadata.ExecutionMode":{MANUAL:[91,4,1,""],SCHEDULED:[91,4,1,""],SYSTEM:[91,4,1,""]},"flytekit.models.execution.ExecutionSpec":{annotations:[91,2,1,""],auth_role:[91,2,1,""],disable_all:[91,2,1,""],from_flyte_idl:[91,2,1,""],labels:[91,2,1,""],launch_plan:[91,2,1,""],metadata:[91,2,1,""],notifications:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.LiteralMapBlob":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],uri:[91,2,1,""],values:[91,2,1,""]},"flytekit.models.execution.NodeExecutionGetDataResponse":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.NotificationList":{from_flyte_idl:[91,2,1,""],notifications:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.TaskExecutionGetDataResponse":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.WorkflowExecutionGetDataResponse":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.filters":{Contains:[91,1,1,""],Equal:[91,1,1,""],Filter:[91,1,1,""],FilterList:[91,1,1,""],GreaterThan:[91,1,1,""],GreaterThanOrEqual:[91,1,1,""],LessThan:[91,1,1,""],LessThanOrEqual:[91,1,1,""],NotEqual:[91,1,1,""],SetFilter:[91,1,1,""],ValueIn:[91,1,1,""]},"flytekit.models.filters.Filter":{from_flyte_idl:[91,2,1,""],from_python_std:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.filters.FilterList":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.interface":{Parameter:[91,1,1,""],ParameterMap:[91,1,1,""],TypedInterface:[91,1,1,""],Variable:[91,1,1,""],VariableMap:[91,1,1,""]},"flytekit.models.interface.Parameter":{"default":[91,2,1,""],"var":[91,2,1,""],behavior:[91,2,1,""],from_flyte_idl:[91,2,1,""],required:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.interface.ParameterMap":{from_flyte_idl:[91,2,1,""],parameters:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.interface.TypedInterface":{from_flyte_idl:[91,2,1,""],inputs:[91,2,1,""],outputs:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.interface.Variable":{description:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""]},"flytekit.models.interface.VariableMap":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],variables:[91,2,1,""]},"flytekit.models.launch_plan":{Auth:[91,1,1,""],LaunchPlan:[91,1,1,""],LaunchPlanClosure:[91,1,1,""],LaunchPlanMetadata:[91,1,1,""],LaunchPlanSpec:[91,1,1,""],LaunchPlanState:[91,1,1,""]},"flytekit.models.launch_plan.Auth":{assumable_iam_role:[91,2,1,""],from_flyte_idl:[91,2,1,""],kubernetes_service_account:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlan":{closure:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],spec:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlanClosure":{expected_inputs:[91,2,1,""],expected_outputs:[91,2,1,""],from_flyte_idl:[91,2,1,""],state:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlanMetadata":{from_flyte_idl:[91,2,1,""],notifications:[91,2,1,""],schedule:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlanSpec":{annotations:[91,2,1,""],auth_role:[91,2,1,""],default_inputs:[91,2,1,""],entity_metadata:[91,2,1,""],fixed_inputs:[91,2,1,""],from_flyte_idl:[91,2,1,""],labels:[91,2,1,""],to_flyte_idl:[91,2,1,""],workflow_id:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlanState":{ACTIVE:[91,4,1,""],INACTIVE:[91,4,1,""],enum_to_string:[91,2,1,""]},"flytekit.models.literals":{Binary:[91,1,1,""],Binding:[91,1,1,""],BindingData:[91,1,1,""],BindingDataCollection:[91,1,1,""],BindingDataMap:[91,1,1,""],Blob:[91,1,1,""],BlobMetadata:[91,1,1,""],Literal:[91,1,1,""],LiteralCollection:[91,1,1,""],LiteralMap:[91,1,1,""],Primitive:[91,1,1,""],RetryStrategy:[91,1,1,""],Scalar:[91,1,1,""],Schema:[91,1,1,""],Void:[91,1,1,""]},"flytekit.models.literals.Binary":{from_flyte_idl:[91,2,1,""],tag:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.Binding":{"var":[91,2,1,""],binding:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.BindingData":{collection:[91,2,1,""],from_flyte_idl:[91,2,1,""],map:[91,2,1,""],promise:[91,2,1,""],scalar:[91,2,1,""],to_flyte_idl:[91,2,1,""],to_literal_model:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.BindingDataCollection":{bindings:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.BindingDataMap":{bindings:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.Blob":{from_flyte_idl:[91,2,1,""],metadata:[91,2,1,""],to_flyte_idl:[91,2,1,""],uri:[91,2,1,""]},"flytekit.models.literals.BlobMetadata":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""]},"flytekit.models.literals.Literal":{collection:[91,2,1,""],from_flyte_idl:[91,2,1,""],map:[91,2,1,""],scalar:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.LiteralCollection":{from_flyte_idl:[91,2,1,""],literals:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.LiteralMap":{from_flyte_idl:[91,2,1,""],literals:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.Primitive":{"boolean":[91,2,1,""],datetime:[91,2,1,""],duration:[91,2,1,""],float_value:[91,2,1,""],from_flyte_idl:[91,2,1,""],integer:[91,2,1,""],string_value:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.RetryStrategy":{from_flyte_idl:[91,2,1,""],retries:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.Scalar":{binary:[91,2,1,""],blob:[91,2,1,""],error:[91,2,1,""],from_flyte_idl:[91,2,1,""],generic:[91,2,1,""],none_type:[91,2,1,""],primitive:[91,2,1,""],schema:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.Schema":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""],uri:[91,2,1,""]},"flytekit.models.literals.Void":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.matchable_resource":{ClusterResourceAttributes:[91,1,1,""],ExecutionClusterLabel:[91,1,1,""],ExecutionQueueAttributes:[91,1,1,""],MatchingAttributes:[91,1,1,""]},"flytekit.models.matchable_resource.ClusterResourceAttributes":{attributes:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.matchable_resource.ExecutionClusterLabel":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.matchable_resource.ExecutionQueueAttributes":{from_flyte_idl:[91,2,1,""],tags:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.matchable_resource.MatchingAttributes":{cluster_resource_attributes:[91,2,1,""],execution_cluster_label:[91,2,1,""],execution_queue_attributes:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.named_entity":{NamedEntityIdentifier:[91,1,1,""],NamedEntityMetadata:[91,1,1,""],NamedEntityState:[91,1,1,""]},"flytekit.models.named_entity.NamedEntityIdentifier":{domain:[91,2,1,""],from_flyte_idl:[91,2,1,""],name:[91,2,1,""],project:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.named_entity.NamedEntityMetadata":{description:[91,2,1,""],from_flyte_idl:[91,2,1,""],state:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.named_entity.NamedEntityState":{ACTIVE:[91,4,1,""],ARCHIVED:[91,4,1,""],enum_to_string:[91,2,1,""]},"flytekit.models.node_execution":{NodeExecution:[91,1,1,""],NodeExecutionClosure:[91,1,1,""]},"flytekit.models.node_execution.NodeExecution":{closure:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],input_uri:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.node_execution.NodeExecutionClosure":{duration:[91,2,1,""],error:[91,2,1,""],from_flyte_idl:[91,2,1,""],output_uri:[91,2,1,""],phase:[91,2,1,""],started_at:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.presto":{PrestoQuery:[91,1,1,""]},"flytekit.models.presto.PrestoQuery":{catalog:[91,2,1,""],from_flyte_idl:[91,2,1,""],routing_group:[91,2,1,""],schema:[91,2,1,""],statement:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.project":{Project:[91,1,1,""]},"flytekit.models.project.Project":{description:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],name:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.qubole":{HiveQuery:[91,1,1,""],HiveQueryCollection:[91,1,1,""],QuboleHiveJob:[91,1,1,""]},"flytekit.models.qubole.HiveQuery":{from_flyte_idl:[91,2,1,""],query:[91,2,1,""],retry_count:[91,2,1,""],timeout_sec:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.qubole.HiveQueryCollection":{from_flyte_idl:[91,2,1,""],queries:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.qubole.QuboleHiveJob":{cluster_label:[91,2,1,""],from_flyte_idl:[91,2,1,""],query:[91,2,1,""],query_collection:[91,2,1,""],tags:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.schedule":{Schedule:[91,1,1,""]},"flytekit.models.schedule.Schedule":{FixedRate:[91,1,1,""],FixedRateUnit:[91,1,1,""],cron_expression:[91,2,1,""],from_flyte_idl:[91,2,1,""],kickoff_time_input_arg:[91,2,1,""],rate:[91,2,1,""],schedule_expression:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.schedule.Schedule.FixedRate":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],unit:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.schedule.Schedule.FixedRateUnit":{DAY:[91,4,1,""],HOUR:[91,4,1,""],MINUTE:[91,4,1,""],enum_to_string:[91,2,1,""]},"flytekit.models.task":{CompiledTask:[91,1,1,""],Container:[91,1,1,""],DataLoadingConfig:[91,1,1,""],IOStrategy:[91,1,1,""],PyTorchJob:[91,1,1,""],Resources:[91,1,1,""],RuntimeMetadata:[91,1,1,""],SidecarJob:[91,1,1,""],SparkJob:[91,1,1,""],Task:[91,1,1,""],TaskClosure:[91,1,1,""],TaskMetadata:[91,1,1,""],TaskSpec:[91,1,1,""],TaskTemplate:[91,1,1,""]},"flytekit.models.task.CompiledTask":{from_flyte_idl:[91,2,1,""],template:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.Container":{args:[91,2,1,""],command:[91,2,1,""],config:[91,2,1,""],data_loading_config:[91,2,1,""],env:[91,2,1,""],from_flyte_idl:[91,2,1,""],image:[91,2,1,""],resources:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.DataLoadingConfig":{LITERALMAP_FORMAT_JSON:[91,4,1,""],LITERALMAP_FORMAT_PROTO:[91,4,1,""],LITERALMAP_FORMAT_YAML:[91,4,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.IOStrategy":{DOWNLOAD_MODE_EAGER:[91,4,1,""],DOWNLOAD_MODE_NO_DOWNLOAD:[91,4,1,""],DOWNLOAD_MODE_STREAM:[91,4,1,""],UPLOAD_MODE_EAGER:[91,4,1,""],UPLOAD_MODE_NO_UPLOAD:[91,4,1,""],UPLOAD_MODE_ON_EXIT:[91,4,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.PyTorchJob":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],workers_count:[91,2,1,""]},"flytekit.models.task.Resources":{ResourceEntry:[91,1,1,""],ResourceName:[91,1,1,""],from_flyte_idl:[91,2,1,""],limits:[91,2,1,""],requests:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.Resources.ResourceEntry":{from_flyte_idl:[91,2,1,""],name:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.task.Resources.ResourceName":{CPU:[91,4,1,""],GPU:[91,4,1,""],MEMORY:[91,4,1,""],STORAGE:[91,4,1,""],UNKNOWN:[91,4,1,""]},"flytekit.models.task.RuntimeMetadata":{RuntimeType:[91,1,1,""],flavor:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""],version:[91,2,1,""]},"flytekit.models.task.RuntimeMetadata.RuntimeType":{FLYTE_SDK:[91,4,1,""],OTHER:[91,4,1,""]},"flytekit.models.task.SidecarJob":{from_flyte_idl:[91,2,1,""],pod_spec:[91,2,1,""],primary_container_name:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.SparkJob":{application_file:[91,2,1,""],executor_path:[91,2,1,""],from_flyte_idl:[91,2,1,""],hadoop_conf:[91,2,1,""],main_class:[91,2,1,""],spark_conf:[91,2,1,""],spark_type:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.Task":{closure:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.TaskClosure":{compiled_task:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.TaskMetadata":{deprecated_error_message:[91,2,1,""],discoverable:[91,2,1,""],discovery_version:[91,2,1,""],from_flyte_idl:[91,2,1,""],interruptible:[91,2,1,""],retries:[91,2,1,""],runtime:[91,2,1,""],timeout:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.TaskSpec":{from_flyte_idl:[91,2,1,""],template:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.TaskTemplate":{"interface":[91,2,1,""],container:[91,2,1,""],custom:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],metadata:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""]},"flytekit.models.types":{LiteralType:[91,1,1,""],OutputReference:[91,1,1,""],SchemaType:[91,1,1,""],SimpleType:[91,1,1,""]},"flytekit.models.types.LiteralType":{blob:[91,2,1,""],collection_type:[91,2,1,""],from_flyte_idl:[91,2,1,""],map_value_type:[91,2,1,""],metadata:[91,2,1,""],schema:[91,2,1,""],simple:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.types.OutputReference":{"var":[91,2,1,""],from_flyte_idl:[91,2,1,""],node_id:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.types.SchemaType":{SchemaColumn:[91,1,1,""],columns:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.types.SchemaType.SchemaColumn":{SchemaColumnType:[91,1,1,""],from_flyte_idl:[91,2,1,""],name:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""]},"flytekit.models.types.SchemaType.SchemaColumn.SchemaColumnType":{BOOLEAN:[91,4,1,""],DATETIME:[91,4,1,""],DURATION:[91,4,1,""],FLOAT:[91,4,1,""],INTEGER:[91,4,1,""],STRING:[91,4,1,""]},"flytekit.models.types.SimpleType":{BINARY:[91,4,1,""],BOOLEAN:[91,4,1,""],DATETIME:[91,4,1,""],DURATION:[91,4,1,""],ERROR:[91,4,1,""],FLOAT:[91,4,1,""],INTEGER:[91,4,1,""],NONE:[91,4,1,""],STRING:[91,4,1,""],STRUCT:[91,4,1,""]},"flytekit.models.workflow_closure":{WorkflowClosure:[91,1,1,""]},"flytekit.models.workflow_closure.WorkflowClosure":{from_flyte_idl:[91,2,1,""],tasks:[91,2,1,""],to_flyte_idl:[91,2,1,""],workflow:[91,2,1,""]},"flytekit.sdk":{exceptions:[95,0,0,"-"],spark_types:[95,0,0,"-"],tasks:[95,0,0,"-"],test_utils:[95,0,0,"-"],types:[95,0,0,"-"],workflow:[95,0,0,"-"]},"flytekit.sdk.exceptions":{RecoverableException:[95,5,1,""]},"flytekit.sdk.spark_types":{SparkType:[95,1,1,""]},"flytekit.sdk.spark_types.SparkType":{JAVA:[95,4,1,""],PYTHON:[95,4,1,""],R:[95,4,1,""],SCALA:[95,4,1,""]},"flytekit.sdk.tasks":{dynamic_task:[95,3,1,""],generic_spark_task:[95,3,1,""],hive_task:[95,3,1,""],inputs:[95,3,1,""],outputs:[95,3,1,""],python_task:[95,3,1,""],pytorch_task:[95,3,1,""],qubole_hive_task:[95,3,1,""],qubole_spark_task:[95,3,1,""],sidecar_task:[95,3,1,""],spark_task:[95,3,1,""]},"flytekit.sdk.test_utils":{LocalTestFileSystem:[95,1,1,""],flyte_test:[95,3,1,""]},"flytekit.sdk.types":{Types:[95,1,1,""]},"flytekit.sdk.types.Types":{Blob:[95,1,1,""],Boolean:[95,1,1,""],CSV:[95,1,1,""],Datetime:[95,1,1,""],Float:[95,1,1,""],Generic:[95,1,1,""],Integer:[95,1,1,""],List:[95,2,1,""],MultiPartBlob:[95,1,1,""],MultiPartCSV:[95,1,1,""],Proto:[95,2,1,""],Schema:[95,2,1,""],String:[95,1,1,""],Timedelta:[95,1,1,""]},"flytekit.sdk.types.Types.Blob":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.Boolean":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.CSV":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""]},"flytekit.sdk.types.Types.Datetime":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.Float":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.Generic":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],long_string:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.Integer":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.MultiPartBlob":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.MultiPartCSV":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""]},"flytekit.sdk.types.Types.String":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""],verbose_string:[95,2,1,""]},"flytekit.sdk.types.Types.Timedelta":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.workflow":{Input:[95,1,1,""],Output:[95,1,1,""],workflow:[95,3,1,""],workflow_class:[95,3,1,""]},"flytekit.tools":{lazy_loader:[96,0,0,"-"],module_loader:[96,0,0,"-"],subprocess:[96,0,0,"-"]},"flytekit.tools.lazy_loader":{LazyLoadPlugin:[96,1,1,""],lazy_load_module:[96,3,1,""]},"flytekit.tools.lazy_loader.LazyLoadPlugin":{LAZY_LOADING_PLUGINS:[96,4,1,""],get_extras_require:[96,2,1,""]},"flytekit.tools.module_loader":{iterate_modules:[96,3,1,""],iterate_registerable_entities_in_order:[96,3,1,""],load_workflow_modules:[96,3,1,""]},"flytekit.tools.subprocess":{check_call:[96,3,1,""]},"flytekit.type_engines":{"default":[98,0,0,"-"],common:[97,0,0,"-"]},"flytekit.type_engines.common":{TypeEngine:[97,1,1,""]},"flytekit.type_engines.common.TypeEngine":{get_sdk_type_from_literal_type:[97,2,1,""],infer_sdk_type_from_literal:[97,2,1,""],python_std_to_sdk_type:[97,2,1,""]},"flytekit.type_engines.default":{flyte:[98,0,0,"-"]},"flytekit.type_engines.default.flyte":{FlyteDefaultTypeEngine:[98,1,1,""]},"flytekit.type_engines.default.flyte.FlyteDefaultTypeEngine":{get_sdk_type_from_literal_type:[98,2,1,""],infer_sdk_type_from_literal:[98,2,1,""],python_std_to_sdk_type:[98,2,1,""]},flytekit:{bin:[65,0,0,"-"],clients:[66,0,0,"-"],clis:[67,0,0,"-"],common:[71,0,0,"-"],configuration:[78,0,0,"-"],contrib:[79,0,0,"-"],engines:[81,0,0,"-"],interfaces:[84,0,0,"-"],models:[91,0,0,"-"],plugins:[94,0,0,"-"],sdk:[95,0,0,"-"],tools:[96,0,0,"-"],type_engines:[97,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","function","Python function"],"4":["py","attribute","Python attribute"],"5":["py","exception","Python exception"],"6":["py","data","Python data"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:function","4":"py:attribute","5":"py:exception","6":"py:data"},terms:{"000000000z07":15,"02t15":15,"0x2b9ff08":84,"0x7fed39e47f98":91,"0x7fed39e47fd0":91,"0x7fed39e4b080":91,"1000m":137,"100s":104,"10s":7,"123accountid":122,"15s":7,"1757c8c0d7a149b79f2c202c2c78b378":132,"1757c8c0d7a149b79f2c202c2c78b378_tmp":132,"1oq8oblzxgv8pvjftlf0qf":126,"29t17":15,"30m":7,"30s":7,"32g":95,"4gi":[95,135],"5000gi":10,"500m":[95,135],"5tb":10,"60s":7,"8gi":[95,135],"999999999z07":15,"9a7b8cdb982161daebd5618fc7cb5041":126,"abstract":[14,22,41,71,74,76,81,91,97,105,113],"boolean":[22,39,46,48,76,91,95],"break":[91,124],"byte":[20,23,46,76,84,91],"case":[0,2,8,15,17,20,22,23,25,27,28,29,34,35,36,42,47,49,78,84,93,95,103,112,117,121,131,137],"catch":[49,93,114],"class":[20,66,68,70,71,72,74,75,76,77,78,80,81,82,83,85,86,87,88,89,90,91,92,93,95,96,97,98,113,117,118,121,125,134],"default":[4,5,7,9,10,12,13,15,17,20,23,25,27,28,33,39,40,41,42,43,45,47,48,49,54,60,64,67,71,77,78,80,91,95,97,113,115,118,121,126,134],"enum":[10,15,66,71,74,75,81,82,91,92,93,95],"export":2,"final":[17,22,39,40,49,91,93,106,120,121,131],"float":[22,48,76,91,95,135],"function":[14,15,20,66,67,70,71,73,74,75,78,80,83,84,95,96,101,102,109,113,114,123,124,125,130],"import":[0,13,15,20,30,39,74,95,109,117,118,121,123,125,134,136],"int":[4,7,10,22,47,66,70,71,73,74,75,76,78,80,81,82,84,91,92,93,95],"long":[66,80,95],"new":[0,7,11,13,15,20,22,23,38,51,66,77,90,101,103,113,120,123,124,125],"null":[46,80,95],"public":78,"return":[20,22,23,25,27,29,34,35,36,66,67,68,70,71,72,73,74,75,76,77,78,80,81,82,83,85,86,87,88,89,90,91,92,93,95,96,98,112,130,132,135,136],"static":[22,25,46,49,76,83,95,110,131],"super":122,"switch":[13,66],"throw":[49,93],"transient":[80,95],"true":[2,11,23,25,49,67,68,71,77,90,91,95,96,103,124,125,134,135],"try":[8,71,74,80,91,101,103,127],"var":[11,13,39,45,46,47,48,49,71,91,93],"void":[76,91],"while":[0,2,15,20,95,96,104,118,136],AKS:8,AND:[22,39,93],AWS:[0,6,8,10,13,33,47,71,78,110],And:[71,118,134,136],But:20,DOS:2,EKS:8,FOR:8,For:[0,2,7,8,10,11,13,14,15,17,20,22,25,38,47,51,70,74,75,78,91,105,109,113,114,115,116,118,121,123,126,136],GCS:13,Going:[9,103],INTO:[95,134],K8s:[7,10,20,22,28,47,137],MBs:4,NOT:[48,75,76,95],Not:[22,42],One:[15,17,20,49,110,131,137],RDS:13,SNS:14,SQS:14,That:[20,27,34,49,74,103,132],The:[0,2,4,5,7,8,10,11,12,13,14,15,17,19,20,21,22,23,25,26,29,30,35,38,40,41,46,47,48,49,51,53,59,66,70,71,74,75,76,77,78,80,81,82,83,91,93,95,101,102,103,104,108,109,111,112,113,114,115,118,120,121,123,124,125,126,130,131,132,134,136,137],Then:134,There:[13,19,22,46,91,95,111,121,131],These:[0,2,7,8,10,11,13,14,15,18,19,20,25,26,27,44,46,47,55,70,75,91,95,110,114,117,120],Use:[7,10,66,67,71,75,82,95,101,115,121,125,135],Used:[25,46,77,78,96],Uses:[33,76,95],Using:[13,18,22,95,109,113,117,136],WITH:134,With:[13,116,125],__future__:[125,134,136],__stories__:17,_base_sdk_typ:76,_common_pb2:91,_commondatarespons:91,_core_workflow:121,_execution_model:71,_execution_pb2:91,_extendedschedul:71,_flyteconfigurationentri:78,_flyterequiredconfigurationentri:78,_hivesensor:80,_identifi:[71,74,75],_instancetrack:74,_instantiated_in:74,_interfac:83,_node_execution_model:71,_node_execution_pb2:91,_outputdatacontext:85,_presto:91,_qubol:91,_register:71,_request:125,_schema_impl:76,_sdk_runnabl:75,_struct:91,_task:[75,91,123],_task_execution_model:75,_task_execution_pb2:91,_task_funct:[80,95],_task_templ:95,_type:96,_workflow:91,_workflow_metaclass:95,a_sidecar_task:95,ab_project:10,abc123:[70,123],abc:[91,95],abcmeta:91,abil:[45,71,104,110,124],abl:[13,80,95,125],abort:[25,40,42,49,93,119,121],abort_caus:25,abort_metadata:25,about:[0,8,10,15,18,20,21,22,24,25,42,46,47,49,51,55,66,73,91,93,101,103,113,114,115,126,131,132,134],abov:[7,10,11,15,16,20,23,28,71,74,95,103,112,118,120,125,137],absenc:[10,110],absolut:[40,54,71,91,103],absolute_import:[125,134,136],accept:[0,68,95,114,118,120,136],access:[0,4,8,9,11,13,17,20,23,42,47,66,70,77,78,95,115,123,125,126,127],access_token:[66,68],accesskei:[4,13],accident:120,accompani:47,accomplish:95,accordingli:126,account:[71,78,91,122],acct:122,accuraci:135,achiev:[13,111,112,137],ack:7,acl:25,acquir:7,across:[0,5,9,11,14,15,16,20,23,25,51,66,75,93,104,114,115,124],act:7,action:[7,25,71,73],activ:[0,15,23,27,66,71,91,103,110,115,118],activate_all_impl:70,actual:[14,20,22,23,25,47,54,66,71,102,103,120,132,134],acycl:[0,22,36,49,102,109,114],adapt:[73,95,103],add:[7,11,13,23,47,70,73,75,80,90,95,101,103,125,137],add_input:75,add_one_and_print:130,add_output:75,added:[0,11,20,25,66,75,130,135],adding:[13,20,120,122,124],addit:[11,15,17,20,25,27,29,35,36,47,49,51,75,84,91,93,95,110,114,120,135,136],additional_msg:73,address:[7,8,11,23,30,42,47],adher:95,adjac:38,adjust:118,admin:[5,9,10,13,17,18,19,52,53,64,66,70,71,74,75,78,81,82,83,91,93,108,112,115],admin_api_url:17,admindeploy:[10,11,13],adminent:17,administ:15,administr:[0,2,10,19,21,100,102,103,115],advanc:[71,74,75],advantag:114,advis:[46,113],affect:[15,84],aforement:[19,20],after:[2,15,25,27,38,47,49,74,93,113,115,123,125,131],again:80,against:[7,13,20,95,109],aggreg:[13,19,95],agil:103,aid:2,aim:[0,103,120],algorithm:95,alia:93,alias:[22,49,93],aliv:59,all:[0,5,6,7,9,10,11,13,14,17,20,21,22,23,25,27,28,29,34,35,36,38,41,42,47,49,51,52,53,54,63,66,70,71,74,75,84,90,91,93,95,96,103,104,108,112,113,114,115,118,120,121,130,131,136],allevi:132,allow:[4,10,12,15,16,17,22,46,47,48,49,51,71,73,74,75,78,80,91,95,104,109,110,111,113,115,134,135,137],allowed_failure_ratio:[75,95],along:[2,10,16,25,75,132],alongsid:[20,36,95],alpin:[95,136],alreadi:[25,40,66,71,74,78,95,115,118,127,136,137],already_in_terminal_st:24,also:[0,2,8,10,14,15,20,22,38,66,73,74,76,77,84,91,95,101,103,105,109,110,112,113,114,115,118,120,123,124,125,130,135,137],alsologtostderr:7,alter:[13,22,49,77,93,101,114,121,132],altern:[0,6,8,15,77,112,122],although:123,alwai:[10,20,22,25,38,46,48,51,71,73,91,103,110,113,114,118,124],amazon:[8,14,125],amend:132,amongst:2,amount:[17,25,29,35,71,74,80,91,95],an_alternative_input:118,an_input:123,an_integer_input:118,analyz:[49,109],ani:[0,2,7,8,10,15,17,20,22,25,27,36,38,46,47,49,51,54,66,73,74,75,77,78,80,81,91,93,95,96,101,102,103,104,109,110,112,113,114,120,121,124,126,131,137],anim:22,annot:[25,27,71,74,75,81,82,83,91,95,116,123,128,130,134],annotation_overrid:[71,74,75,81,82,83],anoth:[2,8,17,25,46,48,70,74,91,96,115,118,124,134],anyon:101,anywai:121,api:[0,7,10,14,15,17,23,47,59,66,91,95,100,112,125,132,136],apimachineri:47,apivers:11,app:[78,126],appear:[47,49,66,70,93],append:[15,23,47,77,95,131,134],append_to_partit:77,appli:[10,11,13,23,25,27,28,32,37,47,66,75,78,91,95,120,122,136],applic:[2,10,14,15,17,42,71,91,102],application_fil:91,applicationtyp:60,approach:22,appropri:[0,14,20,70,73,75,95],april:103,arbitrari:[75,91,95,117,131],arbitrarili:95,architect:21,architectur:[1,11,19,100,101],archiv:[23,91],area:103,aren:[20,23,123],arg:[47,66,67,71,74,75,78,83,91,95,115,136],argument:[67,80,91,95,110,114,115,122,125,136],arn:122,around:[13,20,22,66,68,120],arrai:[15,46,54,84,91,114],arrang:[17,34,114],array_input:83,array_job:[55,64,99],arrayjob:91,artifact:[16,64,71,75],artifactdata:16,artifacttag:16,ascend:[15,23,92],aspect:[103,120],assembl:[106,131],assert:[91,95,136],assert_and_cr:95,assertionerror:73,assign:[10,14,22,25,28,46,54,74,75,91,115,118],assign_custom_and_return:75,assign_id_and_return:71,assign_type_and_return:75,assigne:103,assist:0,associ:[0,2,6,10,16,22,23,27,29,36,46,48,51,66,77,91,95,103,109,110,112,124],assum:[2,7,11,74,75],assumable_iam_rol:[23,27,71,78,91,122],async:14,atleast:38,atom:123,attach:11,attempt:[47,51,71,78,80,91,96,110],attr:70,attribut:[10,15,23,25,27,28,29,32,34,35,37,66,71,91,93,95,115,117,121],auth:[2,4,11,13,25,64,67,70,91,99,122],auth_cod:68,auth_endpoint:68,auth_mod:78,auth_rol:[25,27,71,81,82,83,91],authent:[1,9,13,25,66,78,115],author:[2,10,25,68,70,78,91,95,102,113,125],authorization_cli:68,authorization_endpoint:68,authorization_head:70,authorization_metadata_kei:78,authorizationcli:68,authorizationcod:68,authorizationendpoint:68,authrol:[25,27,71,81,82,83,91],authtyp:4,auto:[47,66,71,91],auto_assign_nam:74,autodeletingtempdir:[71,75,81,125],autogener:93,autom:2,automat:[2,22,47,49,78,93,95,103,104,110,111,112,115,120,121,134,135],autonom:104,autorefreshcach:20,avail:[2,4,5,7,8,9,10,42,47,55,66,75,95,101,109,110,112,114,115,121,123,135],avoid:[14,47,95,113,120,121],awai:22,awesom:102,awk:11,aws:[64,71,91,99,122],awss3proxi:89,azur:[8,13],b64:76,b78e1502cef04d5db8bef64a2226f707:132,back:[0,14,20,25,45,51,52,75,78,95,120],backend:[1,9,95,109,135],backend_typ:135,background:[18,21],backoff:[7,42],backward:[47,103],bad:90,bak:13,balanc:[0,11],bar:[15,117,134,136],base64:70,base:[0,2,7,10,13,15,16,20,23,25,27,28,34,35,36,49,51,64,66,68,70,71,72,74,75,76,77,78,80,81,82,83,85,86,87,88,89,90,91,92,93,95,96,97,98,124,131,135],base_literal_typ:[76,95],base_model:[71,72,75],base_sdk_typ:[64,71,75,77,95,97,98,134],base_sensor:[64,79],base_url:17,baseexecutionenginefactori:[81,82,83],basehttprequesthandl:68,basehttpserv:68,baselaunchplanlaunch:[81,82,83],basenodeexecut:[81,82,83],basetaskexecut:[81,82,83],basetaskexecutor:[81,82,83],baseworkflowexecut:[81,82,83],baseworkflowexecutor:[81,82,83],basi:[91,103,135],basic:[0,2,20,70,74,78,81,111,125],basic_auth:[64,67],batch:[0,7,10,47,75,95,104],batch_hiv:71,batch_hive_task:71,batch_siz:135,battl:113,baz:15,bearer:70,becaus:[8,15,19,22,47,66,78,95,114,118,124,134],becom:[40,47],been:[5,11,13,47,84,120,121,125,132],befor:[7,13,17,19,20,21,46,47,49,66,74,76,77,78,80,91,93,95,101,121,125,126,130,132,136],beforehand:131,began:[25,29,35],begin:[15,20,78,125],behalf:0,behav:[49,110,124],behavior:[2,13,17,20,21,22,34,41,48,49,75,78,80,84,91,93,95,121],behind:[25,103,121,134],being:[2,38,47,75,76,77,95,103],belong:[23,25,27,43,82,130],below:[0,8,10,13,14,15,19,124],benchmark:4,bespok:[80,95],best:[21,91,120],beta:47,better:[75,95],between:[7,15,22,24,31,47,48,66,73,74,84,95,103,120,124],beyond:[1,9],bill:111,bin:[64,95,99,115,136],binari:[17,39,47,48,75,77,91,93,112,115,125],bind:[22,40,49,68,71,91,93,106,118,131],bind_and_activ:68,bindindg:106,binding_data:[71,83],bindingdata:[49,71,83,91],bindingdatacollect:91,bindingdatamap:91,bit:[20,74],blob:[4,14,22,29,35,47,48,64,66,71,91,93,95,125,131,135],blobdimension:93,blobinstanti:76,blobmetadata:91,blobtyp:[46,91,93],block:[22,34,49,102,125],bodi:[30,119,136],bool:[4,6,7,22,25,35,45,46,47,49,67,68,71,74,75,76,77,78,80,83,85,86,87,88,89,91,92,95,96],booleanexpress:[49,93],boom:118,both:[2,15,95,136],bottom:[10,126],bottom_trim:73,bound:[22,47,49,80,93,95,108,110,112,114,132],box:122,branch:[19,49,93,109,121],branch_nod:[49,93],branchnod:93,brief:[2,20],bring:[22,54,59,91,95,136],broader:132,broadli:[20,22],broken:14,brought:95,browser:[17,78],bucket:[7,13,132,134],budget:[71,95],buffer:[7,22,44,46,47,52,53,55,102],bug:101,build:[8,11,13,14,21,75,76,77,102,125,130,131,135,137],build_sdk_workflow_from_metaclass:71,builder:19,built:[0,12,20,47,83,120,123,125,130],bundl:[0,17],burst:7,busi:[14,104],button:126,bypass:121,cacert:11,cach:[4,7,12,16,20,91,95,113,114,116,121,128],cache_vers:[16,95,124,130,131],cacheabl:121,caches:7,cadenc:[12,13,27],calcul:137,call:[0,2,4,11,13,14,20,29,47,66,70,71,73,74,75,78,84,90,95,108,113,120,125,126],callback:[68,78],caller:80,can:[0,2,4,7,8,10,11,13,14,15,16,17,19,20,22,23,24,25,26,27,28,29,34,35,36,39,41,42,43,46,47,48,49,51,54,66,71,73,75,76,77,78,80,84,90,91,93,95,96,101,102,104,106,109,110,111,112,113,114,115,117,118,119,120,121,122,123,124,125,126,127,131,132,134,135,136,137],candid:7,canni:125,cannot:[8,15,46,49,91,93,95,110,111,114,118,124],canon:[2,78],capabl:[2,27,101,120],capac:7,captur:[109,111,114,120],car_blue_l:126,cardin:120,care:[103,113,134],carri:[22,121],cast:[75,76,95],cast_to:77,cat:22,catalog:[1,5,9,18,21,56,75,91,134],categor:[110,117],categori:[123,130],caus:[25,66,71,81,82,120,124],caveat:[15,66,120,136],central:14,cert:78,certain:[22,23,33,47,78,95,113,121,123],certpath:11,chang:[8,13,14,15,25,27,49,51,70,91,95,115,118,123,124,125,126],changelog:103,channel:52,charact:113,character:113,characterist:109,check:[0,13,16,20,22,47,48,74,75,77,95,120],check_cal:96,child:[7,25,29,75,114],child_workflow:25,choos:[66,131],chose:20,chosen:13,chunk:95,circumst:113,citi:134,clariti:77,classifi:31,classmethod:[71,72,75,76,77,85,91,92,93,95,96],clean:[49,73,76,77,78,93,95,121],cleanup:[71,134],clear_tag:90,cli:[8,9,10,13,22,64,99,109,112,116,123,128],click:[67,70,110,126],client:[0,4,7,8,9,14,16,17,64,70,78,84,99,112],client_address:68,client_credentials_scop:78,client_credentials_secret:[70,78],client_credentials_secret_loc:70,client_id:[68,70,78],client_secret:70,clock:113,clone:[13,19,115,125],close:103,closur:[25,27,29,34,35,36,38,91,92,108,112],cloud:[8,13,14,51],cloud_provid:85,cloudprovid:71,cloudstorag:7,cloudwatch:6,cls:[71,80,95],cluster1:11,cluster2:11,cluster3:11,cluster:[0,7,8,9,11,13,15,17,25,28,57,58,91,95,101,103,113,132,135,137],cluster_1:11,cluster_1_cacert:11,cluster_1_token:11,cluster_2:11,cluster_2_cacert:11,cluster_2_token:11,cluster_3:11,cluster_3_cacert:11,cluster_3_token:11,cluster_credenti:11,cluster_label:[58,75,91,95],cluster_resourc:28,cluster_resource_attribut:[28,91],clusterresourc:10,clusterresourceattribut:[10,91],cmd_arg:96,code:[0,2,4,7,14,17,19,20,22,41,42,68,73,74,75,78,80,93,95,101,104,109,112,115,119,120,123,125,131,136],codebas:2,cogniz:20,collabor:103,collect:[2,4,7,15,22,40,46,48,50,58,71,76,91,113,114],collection_typ:[48,91],collectiontyp:76,collid:75,collis:84,column:[48,76,77,91,95],column_subset:77,com:[8,10,11,13,16,46,47,57,76,78,95,103,118,123,125],combin:[10,17,23,32,37,39,51,66,110,113,114,119],come:[0,19,20,34,96,102,104,113,114],comfort:2,comma:78,command:[0,2,8,9,11,47,66,70,75,78,91,95,116,123,126,136],commandlin:[5,9,116],comment:[66,75,95],commit:[19,78],common:[5,9,15,17,19,20,22,26,64,66,80,82,83,84,86,87,88,89,93,95,96,98,99,115,117,123,125,132,134,135],common_pb2:[71,91,92],commonli:[31,68,114,115,124],commun:[0,17,26,41,46,52,66,103,135],commut:39,compani:[10,102,115],compar:48,compare_dataframe_to_schema:77,comparison:[22,39,93],comparisonexpress:93,compat:[14,22,47,77,103,134],compil:[0,14,17,19,20,21,34,36,44,47,49,64,71,74,75,78,91,92,108,112,114],compiled_task:[34,91],compiled_workflow:[36,92],compiledtask:[34,91,93],compiledworkflow:93,compiledworkflowclosur:[36,71,92,93],compiler_pb2:[91,93],complet:[0,2,7,13,20,27,33,38,40,47,49,54,71,74,75,91,93,95,103,104,112,118,120,121,126,136],complex:[0,10,22,48,104],compli:70,compliant:135,complic:20,compon:[0,1,5,9,11,13,17,20,21,22,29,30,47,54,84,100,103,108,115],component_nod:[64,99],compos:[13,15,34,104,109,115,123,125,135],composit:7,compris:[19,48],comput:[0,11,16,22,25,27,29,34,35,40,54,91,95,104,112,113],computed_input:25,concat_then_split:95,concept:[10,22,100,115,118,125,128,131],concern:[15,22],concis:91,concret:20,concurr:[54,91,95,100,102],condit:[22,44,49,64,91,114],condition_pb2:93,config:[2,4,5,6,7,9,10,11,13,14,47,70,75,78,91,95,115,122,125,126,135,137],config_file_path:[70,78],configmap:[11,13],configpars:67,configur:[0,1,8,9,11,12,14,15,17,23,25,27,28,34,47,52,64,66,68,70,80,91,95,96,99,101,105,109,113,118,122,125,134,135,136],conform:[2,49,70,77,93,104],confus:95,conistitut:113,conjoin:39,conjunct:[39,93,95],conjunctionexpress:93,connect:[4,7,13,38,93,95],connectionset:93,connector:134,consecut:120,consid:[2,23,25,43,48,77,91,95,113,118,131],consist:[0,15,17,22,75,95,102,103,104,120,130],consol:[0,6,8,13,18,21,112,116,126],constant:[14,39,49,64,67,78,99],constraint:14,construct:[10,17,23,29,35,49,67,78,93,95],construct_literal_map_from_parameter_map:67,construct_literal_map_from_variable_map:67,constructor:77,consum:[22,46,47,48,49,51,91,93,112,131],contact:0,contain:[0,2,4,5,7,9,11,13,14,15,19,20,22,23,25,27,28,29,34,35,36,38,41,46,48,52,59,64,71,75,80,91,93,95,96,102,104,110,112,113,114,123,125,128,131,132,133,137],container:137,container_arrai:71,container_array_task:71,container_port:47,containercr:42,containererror:93,containerless_task:123,containertask:130,content:[10,19,23,30,42,47,99],context:[11,23,25,49,70,71,73,74,75,77,81,82,83,91,93,95,115],context_stat:71,continu:[2,20,102,104],contract:103,contrast:74,contrib:[64,99],contribut:[18,21,95,100,101,103,112],contributor:[19,100,102,103],control:[2,5,7,9,20,23,26,49,52,53,95,102,104,106,113,114,131],convei:47,conveni:[22,123],convent:123,convert:[14,20,91,97],cool:122,coordin:114,copi:[11,13,20,21,54,76,86,89,132],copilot:47,copy_tag:90,core:[0,5,9,10,20,22,23,25,27,29,34,35,36,51,53,59,61,64,66,70,71,74,75,76,80,81,82,83,91,92,95,102,109,110,121,136,137],correct:[2,72,95,97,137],correctli:[73,120],correl:124,correspond:[2,14,43,47,109,110,118],corrupt:124,cors_proxi:17,cors_proxy_prefix:17,cost:104,costli:47,could:[8,11,15,23,61,103,118,124],count:[40,83,120,123,137],counter:120,coupl:[130,132],cours:[118,120],cover:20,coverag:103,cpu:[10,13,20,28,47,78,80,91,95,135],cpu_limit:[75,80,95,136],cpu_request:[75,80,95,136],crd:0,creat:[0,4,8,9,11,14,15,16,19,20,22,23,25,27,29,34,35,36,38,66,67,71,73,74,75,76,77,80,81,82,84,91,95,100,102,103,104,109,110,112,115,117,118,120,122,123,124,131,132,134],create_at_any_loc:77,create_at_known_loc:[76,77],create_bindings_for_input:71,create_execut:66,create_from_hive_queri:[76,77,132],create_launch_plan:[66,71,74,117,118,122],create_part:77,create_protobuf:76,create_task:66,create_workflow:66,created_at:[15,25,27,29,34,35,36,92],createexecut:10,createexecutionrequest:[25,27],creation:[28,34,74,91,110,115,118,125],cred:[64,99],credenti:[11,64,66,67,78],criteria:[40,54,91,113],critic:[2,10,20],cron:[12,13,109,118],cron_express:[33,71,91,110],cronschedul:[71,118],crt:11,csv:[42,48,76,93,95],csvinstanti:76,cte:[76,77],ctfasset:126,ctx:70,cuda:135,cumbersom:103,cumul:42,curl:[10,125],current:[0,10,12,14,15,23,30,40,48,49,54,66,71,77,78,80,84,91,93,95,103,106,113,115,119,121,130,132],current_phas:24,current_tag:83,current_valu:83,custom:[0,2,10,13,21,22,23,27,28,32,35,37,42,47,51,56,57,58,60,66,75,78,80,91,95,103,104,120,123,136,137],custom_info:[35,51],customiz:[1,9,15,28,47,119,136],customst:20,cv2:125,cycl:[20,78],cyclic:14,daemon:8,dag:[0,109,114],dai:[33,91,110,118],dashboard:[103,111],data:[1,4,7,9,10,15,17,18,20,21,22,25,29,34,35,44,46,47,51,53,54,64,68,71,75,76,77,78,84,91,93,95,100,102,104,113,118,120,124,125,132,134,135,136],data_config:47,data_exist:85,data_fram:77,data_loading_config:91,data_proxi:[64,84],databas:[0,8,9,10,14,15,66,108],datacatalog:[13,16,100,103],datacatalog_config:13,datafram:[91,95,113],dataload:[47,135],dataloadingconfig:91,dataplan:[0,11,52],dataplane_gener:11,dataproxi:[85,86,87,88,89],dataset:[16,47,135],datastor:[13,112],date:118,datefram:77,datetim:[46,48,71,74,75,76,80,81,91,92,93,95,118],dbname:13,deadlin:[7,103],deal:[47,95],debug:[0,9,15,51,75,101,112,124],decid:[20,47,103,113,118],declar:[22,80,95,108,109,131],decod:17,decor:[20,73,75,80,95,125,132,135],decr:[83,90],decreas:10,dedic:135,deep:[101,110],deeper:109,deepli:[91,95,103],def:[71,74,95,123,124,125,130,131,132,134,135,136,137],default_cpu_limit:78,default_cpu_request:78,default_gpu_limit:78,default_gpu_request:78,default_input:[27,71,91,118],default_memory_limit:78,default_memory_request:78,default_storage_limit:78,default_storage_request:78,defin:[0,7,10,14,15,20,22,23,25,26,27,28,33,39,41,45,46,47,48,49,50,53,54,58,71,74,75,76,78,80,91,93,95,103,104,106,110,112,113,114,117,118,121,123,125,130,131,135,136,137],definit:[0,2,10,14,15,20,25,27,47,52,53,66,71,77,80,91,95,108,109,110,112,114,118,123,130,136],defint:[63,75],defualt:49,delai:[7,49],delet:[13,15,71,95,132],delimit:78,deliv:52,demand:[10,104,109],demo:137,demonstr:125,demystifi:0,denorm:38,denot:[46,134],depdend:[49,93],depend:[13,14,21,22,25,46,47,48,49,75,93,96,114,115,121,123,135,136,137],deploi:[8,11,13,78,101,105,135,136],deploy:[0,1,9,10,20,78,101,105],deprec:[47,71,74,75,80,82,91,95],deprecated_error_messag:[47,91],deprovis:104,depth:2,dequeu:14,deriv:34,descend:[15,23,92],describ:[0,1,4,11,13,20,22,23,40,45,46,54,80,91,93,95,112],descript:[4,6,7,15,23,31,42,45,48,76,91,103,120],descriptor:[76,95],deseri:95,design:[0,2,5,8,13,14,15,66,113],desir:[27,47,59,76,77,80,91,95,121,131,136],detail:[0,1,8,18,21,22,24,27,29,35,38,41,42,44,47,48,53,78,112,118,126,137],detect:[49,71,93,95,121,126],detect_unreferenced_ent:96,determin:[0,10,15,28,47,49,66,80,91,93,95,114,122],determinist:[34,124],develop:[0,4,14,18,23,31,46,78,102,103,105,113,115,123,125,126],devic:135,diagnos:120,diagram:9,dict:[67,71,74,75,76,77,80,81,82,83,91,93,95,96,134],dictat:[41,71,74,75,114],dictionari:[67,74,75,77,83,91,95],did:125,differ:[2,8,14,15,17,20,22,31,46,47,49,66,75,78,93,105,109,110,113,114,115,118,119,124,134,136],differenti:[31,73],digest:0,dimens:10,dimension:[22,48,93],dir:135,direct:[0,9,15,22,36,49,76,92,102,109,114],directli:[2,7,20,75,78,95,134],directori:[7,11,13,14,17,19,47,71,75,78,85,86,89,95,115,125],disabl:[4,7,25,71,74,75,105,110,118],disable_al:[25,91],discard:25,discourag:2,discov:[68,70,71,78,96,103],discover:[47,75,80,91,95],discoveri:[2,47,64,67,78,91,95],discovery_url:68,discovery_vers:[47,75,80,91],discoverycli:68,discret:120,discuss:[2,10,20,132],disjunct:39,disk:[13,77,80,95],dispatch:73,displai:[17,31,48],dist:135,distinguish:[47,136],distribut:[0,57,100,102,104,113,135,137],distributeddataparallel:135,distributeddataparallelcpu:135,distributor:135,dive:[14,109,110],divid:103,divis:125,do_get:68,do_not_download:47,do_not_upload:47,doc:[8,9,11,13,46,47,100,102,115],docker:[8,47,104,125,126],docker_build:125,docker_registry_password:125,docker_registry_usernam:125,dockerfil:[78,135,137],dockerhub:125,document:[0,1,2,4,6,10,20,21,22,47,53,80,95,100,101,118,128,132,134,137],doe:[0,2,10,12,15,16,19,25,49,74,95,113,115,117,124,126,130,132,134,136],doesn:[4,10,20,22,27,30,36,75,77,118,132],doing:96,domain:[10,14,15,16,17,23,25,27,28,32,37,43,66,70,71,72,74,75,81,82,83,91,93,95,109,110,111,113,114,119,120,123,124,126,128],don:[20,73,115,118,123,134],done:[17,47,71,84,95,112,120,125],dot:96,doubl:46,down:[104,126],download:[4,47,77,85,86,87,88,89,91,95,126,135],download_directori:[85,86,87,88,89],download_eag:47,download_mod:[47,91],download_mode_eag:91,download_mode_no_download:91,download_mode_stream:91,download_stream:47,downstream:[0,7,38,49,93,95,132],drill:104,drive:[74,75],driven:22,driver:[95,104,137],drop:[132,134],due:[17,54,75],dump:91,duplic:47,durabl:20,durat:[7,15,25,29,35,42,46,47,48,49,51,71,74,91,92,95,120],dure:[20,28,41,78,112,114,123,130],dynam:[9,10,28,40,66,71,91,95,104,110,118,128,132,133,134],dynamic_job:[44,64,99],dynamic_job_pb2:91,dynamic_task:[71,74,95,131,134],dynamicjob:51,dynamicjobspec:[91,106],dynamictask:83,each:[0,8,10,11,13,14,17,20,21,22,29,30,39,49,67,75,76,93,95,101,103,109,110,111,113,115,134],earlier:[13,113],easi:[103,104,110,112,118],easier:[17,22],easiest:[8,13,125],easili:[0,75,110,123],easist:115,east:4,echo:[95,136],ecr:125,edg:[125,126],edge_detection_canni:125,edgedetectorwf:[125,126],edit:[13,124],effect:[0,2,10,109,113],effici:134,effort:[91,103,125],either:[8,10,14,19,20,22,28,38,46,70,78,95,110,112,115,118],elabor:47,elect:[5,9],element:[21,66,70,76],elif:95,elimin:47,els:[22,49,95,135],else_nod:[49,93],email:[23,30,71,91,118,119],emailnotif:91,embed:36,emit:[7,120],emphas:103,empti:[7,23,25,27,29,32,34,35,36,37,71,74,75,95],emptydir:[95,136],emptydirvolumesourc:[95,136],enabl:[6,7,11,12,17,47,57,73,80,91,95,100,102,103,109,110,116,135],enact:71,encapsul:[22,23,25,28,29,34,35,36,43,46,47,49,75,109,113,114],enclos:[38,50,114],encod:[47,51,70,76,95],encompass:25,encourag:120,encrypt:78,end:[0,15,20,25,47,71,74,78,103,104,113,114,120,121,132],end_dat:118,endpoint:[2,4,7,8,10,11,13,15,17,26,63,68,70,108,115,125,126],enforc:[14,22,77],engag:104,engin:[0,14,20,41,47,49,52,64,71,74,75,78,93,95,99,106,111,120,132,134],engine_nam:81,enginecontext:[75,81],enhanc:78,enqu:14,enqueu:[7,14],ensur:[13,47,49,73,75,77,84,93,95,103,104,108,113],enter:[13,73,78,95],enter_context:71,entered_stack:71,enthusiast:101,entir:[0,4,5,11,22,29,49,95,110,114,117,121],entiti:[0,14,18,22,23,25,27,29,31,35,43,44,53,66,70,74,75,78,91,96,109,112],entity_metadata:[27,91],entity_typ:71,entity_type_text:[71,74,75],entrant:73,entri:[11,66,67,124],entropi:84,entrypoint:[2,47,64,78,99,113,130,137],enum_to_str:[91,93],enum_type_wrapp:91,enumer:95,enumtypewrapp:91,env:[13,47,75,91,115,136],environ:[2,8,19,47,66,70,75,78,80,91,95,104,105,109,115,124,134,136],epic:103,epoch:135,epoch_accuraci:135,epoch_step:135,equal:[15,22,46,80,91,95],equir:[46,50],equival:95,errimagepul:42,error:[7,25,29,35,42,44,46,47,49,51,64,66,71,73,74,75,77,91,92,95,104,112,113],error_cod:73,error_messag:73,error_uri:[42,93],errordocu:93,errorkind:41,errors_pb2:93,especi:[71,95],essenti:[95,115],eta:104,etc:[8,14,20,22,23,31,47,48,51,71,75,76,91,95,97,98,102,109,113,115,135],etcd:20,etl:134,eval:7,evalu:[7,22,39,49,93,114],evaluation_interv:80,even:[2,20,27,29,36,73,75,78,102,103,114,125],event:[0,5,9,15,25,26,53,95,112,119,120],eventsink:7,eventu:[109,135],ever:73,everi:[7,16,22,33,38,73,75,78,103,113,118,120,123,124],everyth:[8,11,111],evolut:103,evolv:[13,104],exact:[112,124],exactli:[66,103],exampl:[5,9,11,13,15,17,47,71,75,78,105,109,114,115,116,118,121,123,124,125,127,128,130,131,132,133,134,135,137],exc_tb:73,exc_typ:73,exc_valu:73,exce:[11,113],excecut:123,exceed:[42,80],excel:14,except:[64,66,71,74,75,76,77,80,96,99,115,131],excerpt:135,exchang:113,exclus:135,excut:[116,128],execut:[0,2,5,7,8,9,11,12,13,14,17,18,20,22,23,24,26,27,28,29,31,33,35,36,38,40,41,43,44,46,47,49,51,52,54,58,61,64,66,67,71,74,78,80,81,82,83,92,95,99,102,109,110,112,113,115,116,118,121,122,124,128,131,134,135,136,137],executable_sdk_object:71,execute_array_task:83,execute_with_liter:[71,74],execution_clust:25,execution_cluster_label:[28,91],execution_created_at:15,execution_d:[75,81],execution_engin:78,execution_ev:14,execution_id:[43,51,75,81,93],execution_nam:123,execution_pb2:[91,93],execution_queu:28,execution_queue_attribut:[28,91],execution_spec:66,execution_updated_at:15,executionartifact:[71,74,75],executionclosur:91,executionclusterlabel:91,executionerror:[25,29,35,41,51,71,74,75,91,92,93],executionid:29,executionmetadata:91,executionmod:91,executionnam:16,executionparamet:75,executionqueueattribut:[10,91],executionspec:[66,91],executionvers:16,executor:[20,51,59,95,136,137],executor_path:91,executorpath:60,exercis:0,exeuct:0,exist:[2,4,10,11,14,15,16,22,25,38,48,66,70,75,77,82,85,86,87,88,89,91,95,125,137],exit:[47,52,76,77,95,113,130],exitstack:71,expand:[8,9],expect:[47,95,110,113,131],expected_input:[27,91],expected_output:[27,91],expected_typ:73,experi:103,expir:[68,70],expiri:42,explain:[0,9,15,21,78,103,115],explan:[2,14],explicit:[15,66],explicitli:[23,49,78,80,95,114,134],explod:47,explor:101,expos:[0,14,15,22,23,30,47,113],express:[15,22,39,80,93,104,109,113,118],extend:[21,22,48,71,78,95,100,101,103,114,117,136],extend_tag:90,extendable_func:90,extendedsdktyp:[71,76],extens:[20,21,47,51,71,80,91,95,113],extern:[5,9,12,14,17,53,75,132,134],external_loc:134,extra:[17,47,49,91,93,135,136],extrem:[5,104],face:[0,25],facilit:[78,114],fact:[13,20,36,74,120,132],fact_airport_sess:134,fail:[0,15,25,35,40,42,46,49,75,93,95,110,112,119,120,121],fail_after_executable_nodes_complet:[49,93,121],fail_immedi:[49,93,121],failed_node_id:48,failur:[7,11,41,47,49,54,71,73,80,91,93,95,104,112,113,114,116,120,128],failure_nod:[49,93],fall:78,fallback:78,fals:[47,66,67,70,75,77,85,93,95,118,135],far:22,fashion:103,faster:[124,134],fault:[0,109],favor:25,featur:[7,12,47,100,103,105,109,128],feed:[10,75],feedback:103,feel:[103,115],fetch:[2,17,23,25,27,29,34,35,36,71,74,75,76,77,81,82,83,95,108,112,116],fetch_latest:75,fetch_latest_task:[81,82,83],fetch_launch_plan:[81,82,83],fetch_task:[81,82,83],fetch_workflow:[81,82,83],fetch_workflow_execut:[81,82,83],few:[8,19,104,126,131,136],ficu:123,field1:95,field2:95,field:[10,15,20,23,25,30,34,36,38,40,43,46,48,49,51,56,58,66,74,75,91,93,95,120,124,136],file:[2,7,10,11,13,14,19,20,23,28,41,46,47,51,66,70,74,75,77,78,85,86,87,88,89,91,95,96,103,115,125,126,136],file_path:[11,85,86,89],filenam:[17,75],filepath:71,filesystem:[47,77],fill:[10,38,45,67,78],filter:[14,23,29,35,64,66,71,75,81,82,99],filter_list:91,filterlist:91,find:[10,13,14,27,96,123,126],fine:118,finish:[17,22,113],first:[1,11,13,20,47,49,66,70,74,75,76,80,93,95,108,113,115,126,127,128,132],first_task:95,fit:[0,21],fix:[25,27,91,101,118,121],fixed_input:[27,71,91,110,118],fixedr:[71,91,118],fixedrateunit:91,flag:[17,47,103],flavor:[47,91,114,119],flexibl:[22,113,114],float_valu:[46,91],flow:[9,49,68,78,101,102,109,114],flush:42,flyte:[0,1,4,7,8,10,11,12,14,15,19,21,23,27,34,43,47,49,64,66,71,75,78,80,81,91,93,95,97,102,103,105,110,111,112,113,117,122,124,127,128,130,131,132,135,137],flyte_cach:16,flyte_cli:[64,67],flyte_credentials_auth_mod:2,flyte_credentials_authorization_metadata_kei:2,flyte_credentials_client_id:2,flyte_credentials_client_secret:2,flyte_credentials_client_secret_from_env_var:2,flyte_credentials_client_secret_from_fil:2,flyte_credentials_scop:2,flyte_gener:[8,11,13],flyte_input_fil:47,flyte_internal_imag:78,flyte_output_fil:47,flyte_platform_auth:2,flyte_platform_url:[125,126],flyte_sdk:[47,91],flyte_task:16,flyte_temporary_t:134,flyte_test:95,flyteabcmeta:91,flyteadmin:[0,5,7,9,10,11,13,18,21,100,108,109,112,115],flyteadmin_config:13,flyteassert:[71,73],flyteauthenticationexcept:73,flyteboolconfigurationentri:78,flytecli:[0,110,115],flyteconfigurationfil:78,flyteconsol:[0,8,14,18,112],flytecustomidlent:91,flytedefaulttypeengin:98,flyteenginefactori:82,flyteentityalreadyexistsexcept:[66,73],flyteentitynotexistexcept:73,flyteentrypointnotload:73,flyteexcept:73,flyteidl:[1,7,20,53,66,70,71,75,76,91,92,93,103],flyteidlent:[71,75,82,83,91,92,93],flyteintegerconfigurationentri:78,flytekit:[0,2,14,19,20,47,100,102,103,109,115,117,121,123,125,134,135,136,137],flytekit_install_spark:137,flytekit_spark_entrypoint:137,flytelaunchplan:82,flytenodeexecut:82,flytenotimplementedexcept:73,flyteplugin:[0,100,135],flytepropel:[0,13,14,47,100,103,135],flyteproto:136,flyterecoverableexcept:[73,95],flyterequiredboolconfigurationentri:78,flyterequiredintegerconfigurationentri:78,flyterequiredstringconfigurationentri:78,flyterequiredstringlistconfigurationentri:78,flytescopedexcept:73,flytescopedsystemexcept:73,flytescopeduserexcept:73,flytesdk:130,flytesdktyp:[71,75,76,77,95,97,98,134],flytesdkvalu:[75,76,95],flytesnack:[125,126,135],flytestdlib:[4,5,14],flytestringconfigurationentri:78,flytestringlistconfigurationentri:78,flytesystemassert:73,flytesystemexcept:73,flytetask:82,flytetaskexecut:82,flytetimeout:73,flytetyp:[71,91],flytetypeexcept:[73,76,95],flyteuserexcept:73,flytevalidationexcept:73,flytevalueexcept:[73,75],flyteworkflow:[0,11,82],flyteworkflowexecut:82,focu:[103,104],focus:103,folder:[19,47,70,96],follow:[1,2,7,10,11,17,70,78,103,113,115,118,120,122,126,130,131,132,134,135,136,137],foo:[15,66,134,136],forbidden:77,forc:[2,7,10,77,78,95],force_auth_flow:66,force_cleanup:71,forget:118,form:[10,48,49,76,95,97,98,102,115,124,126],format:[0,4,14,17,22,25,41,46,47,48,51,71,72,74,75,76,77,78,91,93,95,97,108,123,125,130,134,136,137],format_section_kei:78,formatt:4,formatted_query_1:132,formatted_query_2:132,former:110,forward:[30,103],found:[2,14,47,66,71,74],four:10,fqdn:71,fqdn_safe:71,fraction:[80,95],frame:[77,91],framework:109,fraud:104,free:[10,48],frequenc:[7,33],friendli:[49,64,95,99,110],friendlyworkflownam:13,from:[0,2,7,10,11,13,14,17,19,20,22,27,30,34,36,38,40,41,42,46,47,48,49,52,66,67,70,71,73,74,75,76,77,78,80,81,82,83,91,92,93,95,97,100,104,105,110,111,116,117,118,120,121,124,125,126,132,134,135,136],from_dict:[91,95],from_flyte_idl:[71,76,91,92,93],from_path:[87,88],from_python_std:[71,72,76,77,91,92,95],from_str:[76,77,95],front:104,fulfil:[0,11,93,104,125,126],fulfil_bind:83,fulfilled_promis:83,full:[2,14,22,42,106,123],full_prefix:90,fullfil:[0,49],fulli:[15,91,111,113],func:15,fundament:102,further:[0,25,91,120],furthermor:[66,73],futur:[19,20,23,25,27,32,37,75,91,103,116],fyi:78,gain:101,garbag:[4,7],gate:25,gatewai:[14,15],gauarante:47,gaug:[83,90],gcp:[8,13,64,71,99],gcs:[64,84,85],gcs_proxi:[64,84,85],gcsproxi:86,gener:[0,2,13,19,20,22,23,25,28,40,41,46,47,51,66,71,76,77,78,84,91,95,100,110,113,115,120,124,131,132,134,136],generate_doc:19,generate_oth:131,generate_pod_spec_for_task:[95,136],generate_queri:132,generate_simple_queri:132,generated_pb2:[75,95,136],generatedprotocolmessagetyp:76,generic_spark_task:[64,71,95],get:[1,9,10,11,13,14,15,20,22,25,28,46,49,70,74,85,91,93,100,104,112,115,125,126,128,131,134,136],get_active_launch_plan:66,get_authorization_endpoint:68,get_base_stat:90,get_basic_authorization_head:70,get_bool:78,get_child_execut:[75,81,82],get_client:68,get_command:70,get_data:85,get_engin:81,get_execut:66,get_execution_data:66,get_extras_requir:96,get_input:[81,82],get_int:78,get_launch_plan:[66,81,82,83],get_named_tempfil:71,get_node_execut:[66,71,81,82,83],get_node_execution_data:66,get_non_system_nod:71,get_output:[81,82],get_pod_spec:136,get_random_directori:[85,86,87,88,89],get_random_path:[85,86,87,88,89],get_remote_directori:85,get_remote_path:85,get_sdk_type_from_literal_typ:[76,97,98],get_sdk_value_from_liter:76,get_secret:70,get_spark_context:75,get_stat:90,get_str:78,get_sub_workflow:71,get_subworkflow_execut:[81,82],get_supported_literal_types_to_pandas_typ:77,get_task:[66,81,82,83],get_task_execut:[66,81,82,83],get_task_execution_data:66,get_token:70,get_version_messag:71,get_workflow:[66,81,82,83],get_workflow_execut:[81,82,83],get_write_partition_to_hive_table_queri:77,getcustomst:20,getlaunchplan:108,git:[13,115,125],github:[13,16,19,47,57,76,95,103,115,125],githubusercont:8,give:[7,66,74,75],given:[14,20,25,27,38,47,51,54,66,67,70,71,75,78,91,96,110,115,124,126,134],gizmo:14,gke:8,global:[10,22,47,49,71,84,91,93],globalsparkcontext:75,gloo:135,glossari:41,goal:[0,103,111,113],godoc:4,goe:[74,120],golang:[0,4,5,20,22,47,91],golden:103,gone:13,goodnight:95,googl:[8,14,25,27,29,34,35,36,42,46,47,48,49,51,91,125],gorm:14,gormimpl:14,got:118,gpu:[10,28,47,78,80,91,95,113,135],gpu_limit:[75,80,95],gpu_request:[75,80,95],grab:95,grace:113,grade:9,grant:17,graph:[0,22,29,36,48,49,91,93,102,104,109,114,121],greater:[15,22,39,66],greaterthan:91,greaterthanorequ:91,grep:11,greter:15,group:[6,27,42,70,75,109,111,115,134],grow:10,grpc:[0,2,7,14,15,26,53,66,78,115],gte:[15,39,93],guarante:[14,38,47,80,91,95,109,113],guid:[0,19,127,128],guidanc:67,guidelin:[21,103],had:[20,118,125],hadoop:[91,95,137],hadoop_conf:[75,91,95,137],hadoopconf:60,hand:74,handbook:8,handl:[0,1,7,8,9,14,47,49,66,68,73,75,78,104,113,120,134],handle_authorization_cod:68,handle_login:68,handler:[14,20,47,114,120,125],happen:[16,19,131,132],hard:[22,119],hardcod:78,hardwar:104,has:[0,5,7,8,10,13,14,15,17,20,22,24,38,45,47,49,54,74,75,91,93,95,103,104,113,118,120,121,123,124,125],has_valid_nam:74,has_workflow_nod:83,hash:[16,64,71,75,115,124],hash_string_task:124,hashonreferencemixin:[71,74,75],have:[2,8,10,11,12,13,15,16,17,19,20,22,23,25,27,29,36,40,42,45,47,48,49,67,70,71,74,75,78,81,82,83,84,91,93,95,103,104,109,110,113,114,123,125,127,131,132,136,137],haven:136,havoc:120,head:14,header:[2,10,70],headless:2,hear:103,held:71,hello:[8,95],hello_spark:137,help:[0,2,13,17,19,46,71,73,75,78,91,95,102,103,119,120,123,125,134],helper:[64,71,99],henc:137,her:[78,101],here:[0,2,10,11,13,14,20,23,25,42,47,53,71,73,78,103,110,113,115,118,125,131,135],hidden:103,hierarchi:9,high:[0,11,19,20,53,103,113,120,134],highest:103,highlevel:120,highli:[100,102],highlight:103,his:78,histor:112,histori:103,hit:[2,7,10,16,73,74],hive:[0,51,58,71,75,76,77,95,113,128,133,134],hive_job:[71,75],hive_result:132,hive_sensor:96,hive_task:[20,64,71,95,132],hivefilteredpartitionsensor:80,hivenamedpartitionsensor:80,hivequeri:91,hivequerycollect:91,hivetablesensor:80,hivetask:83,hmsclient:96,hold:[13,22,36,91],home:[7,74],homepag:126,homogen:48,honor:[71,74,75],hook:75,hop:17,host:[8,13,17,19,80,101,123,125,126,128],hour:[7,33,91,110],hous:[14,19],how:[0,1,8,9,10,13,18,20,21,22,23,40,46,47,49,78,80,91,93,95,100,102,106,113,116,118,120,130,131],howev:[2,11,14,15,17,27,47,70,74,78,95,110,114,118,121,136],html:[19,47,78],http:[2,8,10,13,14,15,16,17,46,47,57,64,68,70,76,78,84,85,95,126],http_data_proxi:[64,84,85],http_url:78,httpfileproxi:87,httpserver:68,hub:100,human:[0,15,91],hundr:0,hydrat:[71,75],hyperparamet:113,hysteresi:125,iam:[4,13,71,78,91,116],idea:[74,103],ideal:[78,80,104],idempot:[80,95,113],ident:[2,13,14,22,25,66,113,124],identif:[43,117],identifi:[13,15,22,23,25,27,29,34,35,36,38,44,47,48,49,51,64,66,71,74,75,78,81,82,83,91,92,112,115,117],identifier_pb2:93,idl:[0,2,19,71,91],idl_dict:91,idl_object:91,idlist:93,idp:[9,70,78],ids:[15,38,40,49,91,93],ietf:78,if_els:[49,93],ifblock:93,ifelseblock:93,ignor:[38,66,96],ignore_ent:96,ignore_schedul:70,iktp762nh:134,imag:[8,20,22,47,75,78,91,95,123,125,126,130,135,136,137],image_input:[125,126],image_loc:125,image_nam:125,ime:25,img:125,immedi:[40,71,103,121,123],immut:[15,114],impl:[64,71,76,79,95],implement:[0,2,7,14,15,18,22,47,48,63,68,70,76,80,81,95,102,120,130],impli:[14,25,110],implicit:[49,93],implicitli:15,impliment:21,importantli:[8,20],importerror:96,impos:2,imposs:[40,78,113],improved_sea_launch_plan:118,imread:125,imwrit:125,in1:[95,136],in2:95,in3:95,inact:[15,27,66,91,118],inadvert:124,inbound:10,includ:[0,4,7,8,10,11,13,14,15,20,21,23,25,27,34,35,42,47,49,51,75,78,91,93,95,96,104,108,109,111,114,115,119,120,130,135,136],include_ent:96,inclus:95,incom:14,incomplet:27,incr:[83,90],increas:[8,9,10,11,103,104],increment:[25,51],indefinit:[80,95],indentifi:22,independ:[54,103,109,113,115],index:[14,16,19,84,131],indic:[7,23,25,27,29,35,42,43,47,51,103,124],individu:[0,5,9,15,22,25,29,47,51,76,95,104,110,111,131],inevit:113,infer:[66,97],infer_sdk_type_from_liter:[76,97,98],infinit:74,influenc:84,info:[8,23,29,35,42,130],inform:[0,7,8,10,15,16,17,18,19,20,22,23,25,29,33,35,38,42,47,48,49,51,55,66,80,91,93,95,111,112,113,114,115,120,132],ingenu:74,ingress:[8,17],inher:[113,120],inherit:[14,71],init:[13,125],init_process_group:135,initi:[4,14,42,68,78,118,125],inject:[75,80,95,114,120,136],inlin:[2,38,47],inner:48,input:[16,20,22,25,27,29,33,34,35,36,39,45,46,47,49,51,54,66,67,71,74,75,76,80,81,82,83,91,93,95,97,98,108,109,112,113,114,123,124,125,126,130,131,134,135,136],input_a:95,input_argu:67,input_b:[67,95],input_blob:95,input_c:67,input_data_dir:75,input_link:71,input_map:75,input_path:[47,91],input_uri:[29,35,51,91,92],insecur:[7,66],insert:[77,95,126,132,134],insid:[11,47,95,115],insight:111,instal:[1,8,13,19,95,100,102,125,126,127,133,135,137],instanc:[2,16,20,31,54,71,74,75,84,91,95,109,114,115,125,132,137],instanti:[25,35,71,74,95,114],instantiabletyp:76,instantiated_in:74,instead:[2,7,8,13,15,47,71,82,124,132,134],instruct:[49,93,106,121,131],int32:57,int64:[23,40,46,54,106],int_list:95,int_valu:[91,93],integ:[15,46,47,48,71,74,75,76,80,91,93,95,97,98,118,123,130,131,134,135],integr:[2,20],intend:[4,25],intens:0,intention:46,interact:[0,2,22,46,81,101,116],interest:101,interfac:[0,14,20,22,44,46,47,48,49,53,64,66,67,75,77,81,93,95,99,104,113,116,124,130],interface_pb2:91,interfer:120,intermedi:[106,114],intern:[15,20,23,30,38,53,64,91,99],internal_overrid:78,interoper:48,interpret:[47,74],interrupt:[47,49,75,80,91,93,95],interv:[7,12],introduc:[110,113,115],introduct:[100,118],invari:22,inventori:109,invest:19,investig:2,invoc:[25,110,113,117],invok:20,involv:104,io_strategi:[47,75,91],iostrategi:[75,91],irrevers:25,is_avail:135,is_castable_from:[76,95],is_complet:[71,74,75],is_distribut:135,is_empti:91,is_initi:135,is_multipart:85,is_par:[35,92],is_schedul:71,isfil:[95,136],isn:[74,95],isol:[0,11,105,109],issu:[2,14,103,104,120],item:[7,22,46],iter:[19,23,66,70,77,96,103,113,123],iter_chunk:95,iteract:115,iterate_modul:96,iterate_node_execut:66,iterate_registerable_entities_in_ord:96,iterate_task_execut:66,its:[0,8,10,15,17,20,22,23,30,38,47,49,93,103,106,109,113,115,123,130,131,135],itself:[0,2,20,45,47,59,74,78,95,125],java:[22,60,95],javascript:0,job:[40,46,54,57,59,75,84,91,95,103,113,131,135,137],join:70,jpg:125,json:[4,10,20,22,42,47,76,93,95,112],jsonpath:11,jump:101,just:[8,11,20,49,74,78,82,83,114,115,123,125,132],jwt:2,k8s:[7,8,47,59,91,95,96,135,136],kafka:14,katib:113,katrogan:23,keep:[20,59,71,103,120],kei:[4,10,11,13,14,15,20,23,28,46,48,70,71,77,78,91,92,95,117,124],keyvaluepair:47,keyword:[80,95],kick:[33,51,115,118],kickoff:33,kickoff_time_input_arg:[33,71,91,118],kind:[11,42,73,81,82,83,93,113],kit:[115,125],knob:[101,104],know:[22,42,73,74,113,124,130,131,132],knowledg:36,known:[39,47,68,74,76,77,113],known_loc:[76,77],known_remote_loc:77,kube:[7,122],kubeapi:11,kubeconfig:7,kubectl:[8,11,13],kubeflow:[57,95,135],kuberent:8,kubernet:[0,1,5,7,8,9,10,13,15,28,47,71,78,80,91,95,108,116,117,135,136,137],kubernetes_service_account:[23,27,71,78,91,122],kustom:[10,11,13],kwarg:[66,71,73,74,75,80,83,95,96,135],l187:20,l27:20,l30:47,l623:20,l80:47,l92:20,label:[9,11,25,27,28,71,74,75,81,82,83,91,95,103,116,123,128],label_overrid:[71,74,75,81,82,83],lack:[51,84],lambda:[80,113],languag:[0,21,46,97,100,102,109,112,113],lanugag:112,larg:[7,20,25,47,91,103,131],larger:22,last:[7,25,27,29,35,80,118],latenc:[17,91,120],later:[96,112,132],latest:[47,75,78,81,82,83],lauch_plan:15,launch:[0,2,7,10,11,12,14,15,22,23,25,27,29,45,49,51,54,61,66,67,71,74,75,78,81,82,83,91,93,96,104,108,109,112,114,115,116,118,122,126,128,131],launch_plan:[14,15,25,26,28,43,64,66,67,81,82,83,93,99],launch_plan_id:[81,82,83],launch_plan_identif:66,launch_plan_name_format:78,launch_plan_pb2:[70,71,91],launch_plan_spec:66,launch_with_liter:[71,74,75],launchabl:[64,71,75],launchableent:[71,74,75],launcher:[5,9],launchplan:[22,23,66,81,82,83,91,105,109,131],launchplan_ref:[49,71,93],launchplanabstractgroup:70,launchplanclosur:91,launchplanexecutegroup:70,launchplanmetadata:91,launchplanspec:[66,70,71,91],launchplanst:[66,71,81,82,91,118],layer:[14,20,22,38,47,48,91],lazy_load:[64,99],lazy_load_modul:96,lazy_loading_plugin:96,lazyloadplugin:96,lead:[2,113],leader:[5,9],leaderelector:7,leadership:7,leak:73,learn:[8,100,102],learning_r:135,leas:7,least:[13,74],leav:126,left:93,left_express:[39,93],left_valu:[39,93],leg:2,less:[15,22,39,46,78],lessthan:91,lessthanorequ:91,let:[10,11,13,16,22,113,118,125],level:[0,4,5,7,9,11,14,15,19,20,21,25,31,39,46,47,49,53,78,80,91,93,95,111,113,115,120,130,134],leverag:[0,14,23,74,135],lexicograph:77,lib:135,libari:17,librari:[14,78,95,120,125],lifecycl:[15,104,136],lifetim:25,like:[0,2,10,11,12,13,15,17,20,23,31,42,44,47,48,51,66,67,74,78,91,95,102,103,110,112,113,114,118,123,125,131,132,134,135,136],likewis:11,limit:[4,7,10,11,13,15,23,27,28,29,35,47,48,66,78,91,105,111,123,134,135],line:[0,2,7,11,13,30,66,95,104,116,123,125],lineag:12,link:[5,9,23,25,29,35,42,49,71,75,80,95,102,109,123,125,126],linux:78,list:[2,6,8,10,13,14,15,16,22,23,25,27,29,30,34,35,36,38,40,42,47,48,49,66,70,71,74,75,76,77,78,81,82,83,91,92,93,95,96,103,115,118,126],list_active_launch_plans_pagin:66,list_command:70,list_dir:71,list_executions_pagin:66,list_launch_plan_ids_pagin:66,list_launch_plans_pagin:66,list_node_execut:66,list_node_executions_for_task_pagin:66,list_node_executions_pagin:66,list_project:66,list_task_executions_pagin:66,list_task_ids_pagin:66,list_tasks_pagin:66,list_workflow_ids_pagin:66,list_workflows_pagin:66,listexecut:15,listimpl:76,listlaunchplan:15,listnodeexecut:15,listtask:15,listtaskexecut:15,listtaskid:15,listworkflow:15,listworkflowid:15,liter:[16,22,44,45,49,64,66,67,71,74,75,76,77,81,82,83,93,95,97,98,99],literal_input:[71,74,75],literal_map:76,literal_model:[76,95],literal_typ:[71,76,97,98],literalcollect:91,literalmap:[25,27,29,35,47,66,67,71,74,75,76,81,82,83,91],literalmap_format_json:91,literalmap_format_proto:91,literalmap_format_yaml:91,literalmapblob:91,literals_pb2:[76,91],literaltyp:[45,46,71,76,91,95,97,98],littl:131,live:[11,13,17,91,102,120],load:[0,1,8,9,11,14,17,47,70,74,76,95,96],load_proto_from_fil:71,load_workflow_modul:96,loader:[64,71,74,75,99],local:[4,8,13,17,21,22,47,64,75,77,78,84,85,91,95,101,125,128],local_execut:75,local_file_proxi:[64,84,85],local_path:[76,77,85,86,89],local_sandbox:78,localdatacontext:85,localfileproxi:88,localhost:[8,17,125,126],localstorag:17,localtestfilesystem:95,localworkingdirectorycontext:85,locat:[4,7,16,17,19,47,76,77,78,84,95,104,125,132],lock:7,log:[0,4,5,7,9,17,35,42,51,75,78,80,81,92,95,123,125,130],log_backtrace_at:7,log_dir:7,log_interv:135,logger:[5,9],logging_level:78,logic:[0,14,15,20,22,34,47,70,75,76,80,91,95,104,109,115,123],logicaloper:93,logtostderr:7,long_str:[76,95],longer:[11,13,23],longhand:95,look:[0,2,11,13,17,20,47,74,78,118,125,134],look_up_version_from_image_tag:78,lookup:[2,47],loop:[7,20],lose:47,lot:134,love:103,low:[21,84,130],lower:[80,95,105],lp_argument:70,lsof:78,lte:[15,39,93],lyft:[2,8,13,16,20,49,93,100,102,103,104,105,115,125,126],lytekit:76,mac:8,machin:[0,8,13,77,100,102,104,125],made:[2,20,47,78,91,124],mai:[2,10,23,25,27,28,29,32,33,35,37,39,42,45,46,48,49,51,95,103,109,123,124,125,126],main:[11,14,19,38,47,64,67,91,120],main_application_fil:[75,95],main_class:[75,91,95],mainapplicationfil:60,mainclass:[60,95],mainli:51,mainta:103,maintain:[84,100,102,103],major:[0,21,103],make:[8,10,11,13,17,19,20,22,47,49,73,77,93,102,103,104,108,112,113,118,121,124,125,135],makefil:125,manag:[0,1,5,7,10,12,13,15,23,47,76,77,91,95,102],mani:[15,34,103,110,114,118,120,124,131],manipul:131,manual:[17,22,25,91,103,124],manual_se:135,map:[7,15,20,22,23,25,28,34,36,38,45,46,48,60,67,71,75,76,77,91,93,111,113,130,131,137],map_of_bind:71,map_value_typ:[48,91],mark:[40,45,49,54,91,93,95,103,113,121,124,125],marker:47,marshal:20,massiv:[0,113],master:[7,8,19,47,95,135],match:[10,22,28,45,46,48,49,54,66,74,77,80,91,93,95,103,108,110,125],matchabl:[10,15],matchable_attribut:10,matchable_resourc:[26,64,99],matchable_resource_pb2:91,matchableresourc:[32,37],matching_attribut:[32,37,66],matchingattribut:[10,32,37,66,91],matter:95,matthewphsmith:74,max:[7,47,80,95],max_concurr:[75,95],max_failur:80,max_size_mb:4,maxdownloadmb:4,maximum:[4,7,66,95],mean:[15,17,20,66,74,78,91,110,114,124,132],meaningless:136,meant:[10,13,71,74,105,117],measur:[7,120],mechan:109,medium:[46,95,103,136],meet:103,mem:4,memoiz:[18,109],memori:[4,10,13,20,28,47,74,78,80,91,95,113,136,137],memory_limit:[75,80,95],memory_request:[75,80,95],mention:[20,103],mere:[70,75],merg:[19,23,25],messag:[14,15,17,20,22,25,28,29,35,41,42,46,48,52,56,58,77,93,95,104,106,115,119,136],message_format:[42,93],messageformat:93,met:[40,54,91],meta:[16,66],metaclass:[71,74],metadata:[5,7,9,11,16,23,25,27,29,34,35,36,38,42,46,47,48,49,51,66,71,75,78,91,93,115,117],metadata_default:[49,71,93],metadata_format:75,metadata_format_json:75,metadata_format_proto:75,metadata_format_yaml:75,metadataprefix:7,metastor:[112,132],metat:77,method:[9,14,20,25,66,67,71,73,74,75,77,80,90,91,95,113,123],metric:[7,73,83,90,91,116,128],microsoft:8,might:[48,54,66,73,75,77,84,113,120,131,135],migrat:78,migration_model:14,mileston:102,mimic:80,min:47,min_success:[40,54,91,106],mind:20,minikub:8,minim:[13,17,22],minimum:[4,54,91],minio:[4,126],miniostorag:126,minut:[7,33,91,110,118],miscellan:133,miss:67,mixin:[64,71,75,96],mkdir:[11,125],mnist:135,mnist_cnn:135,mnist_pytorch_job:135,mock_stat:[64,81],mockstat:83,mode:[15,23,25,47,49,77,78,91,93],model:[22,64,66,67,70,71,72,74,75,76,77,80,81,82,83,95,97,98,99,104,113,117,121,134,135],model_fil:135,model_st:135,modif:[13,21],modifi:[13,101,136],modul:[0,5,17,99,115],module_load:[64,99],moduletyp:96,moment:[8,13,47,126],momentum:135,monitor:[15,20,95,102,112,116,136],month:[33,103],monthli:103,moon:95,more:[0,2,8,10,14,15,19,20,22,23,25,27,29,34,35,36,38,42,47,54,73,75,77,78,95,102,106,109,113,114,115,118,120,131,132,134,136],more_input:123,most:[0,2,8,15,17,20,25,27,49,54,91,95,103,110,115,123,125],mostli:[74,103],mount:[11,13,19,47,78,136],mountpath:[11,95,136],move:[103,120],much:[49,93,110,113,121],multi:[8,10,77,109,115],multipart:[47,48,77,93],multipart_blob:[47,77],multipartblob:[76,77,95],multipartblobinstanti:76,multipartcsv:[76,95],multipartcsvinstanti:76,multipl:[0,15,20,22,23,25,27,29,34,35,36,39,51,54,66,75,103,109,110,111,113,115,118,123,124,136],multiple_presto_queri:134,must:[10,14,15,17,25,27,38,46,47,48,49,66,67,71,74,75,77,80,81,91,93,95,104,113,118,125,127],mutabl:15,mute:4,my_complicated_task:123,my_contain:136,my_cron_launch_plan:118,my_domain:123,my_fixed_rate_launch_plan:118,my_flyte_project:123,my_flyte_projext:123,my_input:71,my_launch_plan:[74,117],my_lp:122,my_nod:95,my_other_project:123,my_other_task:95,my_output:71,my_pod_spec:136,my_project:123,my_protos_pb2:95,my_pytorch_job:95,my_queu:10,my_routing_group:123,my_schedul:118,my_second_task_inst:71,my_sidecar_task:136,my_single_task_execut:123,my_sub_task:95,my_task:[71,95,123],my_task_exec:123,my_task_inst:71,my_workflow_id:95,myemail:118,myexecutionlabel:117,myflytedomain:118,myflyteproject:[118,125],myimag:78,myscheduledworkflow:118,mystr:67,mytag:132,myuniqueworkflow:13,myworkflow:[95,117,118,122],name:[7,10,11,13,14,16,22,23,25,27,28,31,33,37,42,43,45,46,47,48,49,66,67,70,71,72,74,75,76,77,78,80,81,82,83,90,91,93,95,105,108,110,111,113,114,118,120,123,124,125,130,136],name_format:78,named_ent:[64,66,99],named_entity_act:23,named_entity_archiv:23,named_task:[81,82,83],namedentityidentifi:[27,66,81,82,83,91],namedentityidentifiermetadata:66,namedentitymetadata:91,namedentityst:91,namespac:[7,10,11,17,31,66,91,120,125],nativ:[74,123,136],natur:[114,131],neccessarili:124,necessari:[0,2,13,17,20,25,67,75,77,80,95,104,110,112,115,118],necessarili:[22,27,110,136],need:[0,2,7,8,11,13,16,17,19,20,22,30,36,47,49,50,51,67,71,73,74,75,77,91,93,95,113,114,118,125,126,130,131,134,135,136,137],neg:54,neither:14,neq:[39,93],nest:[25,29,39,46,90,91,95,109],nested:25,net:[10,115,126,135],netloc:78,network:[54,74,125,126],never:[23,118],new_client:90,new_config_path:78,new_nam:71,new_typ:75,newer:[80,95],newer_cli:90,newli:[0,19],next:[11,13,17,20,23,25,27,29,34,35,36,66,75,103,104,124,125],nil:[20,46],node1:95,node2:95,node:[8,14,15,22,24,25,29,35,38,39,40,42,43,44,46,47,48,51,64,66,75,81,82,83,91,93,95,99,109,120,121,126,128,131,135],node_exec:[81,82,83],node_execut:[14,15,26,64,66,71,81,82,95,99],node_execution_created_at:15,node_execution_ev:14,node_execution_id:[35,43,72,93],node_execution_identifi:66,node_execution_pb2:91,node_execution_updated_at:15,node_id:[15,43,48,71,91,93],nodea:22,nodec:22,nodeexecut:[51,66,71,91],nodeexecutionclosur:91,nodeexecutionev:[15,24],nodeexecutiongetdatarespons:[66,91],nodeexecutionidentifi:[25,29,35,51,66,91,93],nodeexecutionphas:93,nodej:17,nodemetadata:93,nodeoutput:71,nodeport:8,non:[7,15,25,27,29,54,91,95,117],non_recover:[41,93],none:[25,46,48,49,66,68,70,71,73,74,75,76,77,78,80,81,82,83,85,90,91,92,93,95,96],none_typ:[46,91],nonetyp:76,noop:7,nor:14,normal:[20,78,135],noschedul:135,note:[8,10,13,17,20,21,30,47,54,66,71,73,74,75,78,80,95,96,113,115,118,125,126,131,134,135],notequ:91,noth:[71,118,132],notic:[11,124],notif:[14,24,25,26,27,64,74,75,81,82,83,91,99,104,110,112,116,118,123,128],notifi:[47,118],notification_overrid:[71,74,75,81,82,83],notificationlist:91,notimplementederror:73,notion:10,now:[11,13,20,115,118,125,126],npm:17,num_rides_complet:134,num_work:135,number:[7,23,27,29,35,40,46,47,49,51,54,57,66,78,80,84,91,95,104,113,131,132,135],numpi:96,nwdwxc7fjnksj9rtzdvbm894pjlvdgrm_extern:134,nwdwxc7fjnksj9rtzdvbm894pjlvdgrm_temp:134,oauth2:[2,78],oauth:[2,78,115],oauthcallbackhandl:68,oauthhttpserv:68,object:[2,7,8,9,20,23,25,27,30,38,47,48,56,58,66,68,70,71,74,75,76,77,78,80,81,83,84,85,90,91,92,93,95,96,97,98,117,118,120,121,125,134],observ:[7,27,71,74,75,126],obsess:103,obtain:[67,112],obviou:2,occur:[24,51,124],occurred_at:51,off:[0,11,33,51,101,115,118,120],offer:[14,22,113,122,125,131],offici:[115,134,135],offload:[0,14,16,46,47,91,125],offset:66,often:[20,103,109,115],okta:2,old:[13,124],older:124,omv4ybckx:2,on_failur:[49,71,93,95,121],onc:[8,11,17,20,66,71,75,91,110,118,121,131],one:[2,8,11,13,15,17,19,20,22,23,25,27,28,29,33,35,38,39,45,46,48,49,51,66,84,91,93,95,96,103,104,106,109,110,118,120,124,125,130,131,134,136],one_dai:118,one_last_execut:118,oneof:[46,47],ones:13,onfailurepolici:[71,93,95,121],ongo:103,oni:11,onli:[2,4,5,8,9,10,11,15,17,20,21,22,23,25,27,28,29,33,35,38,39,45,46,47,48,49,50,51,66,71,73,75,77,78,91,93,95,96,101,106,110,111,114,115,118,131],onto:47,opaqu:[11,120],open:[2,11,13,47,78,103,125,126],openid:[2,68],oper:[0,14,15,22,57,75,93,95,101,113,135],operand:[22,93],opfil:125,oppos:66,opt:113,optim:[20,101,135],optimist:54,option:[1,7,8,9,15,20,22,23,25,27,29,33,35,38,40,45,46,47,49,66,71,74,75,76,77,78,80,91,93,95,103,109,110,113,115,117,123,134],order:[0,8,10,11,13,19,22,23,27,29,34,35,36,39,48,49,70,71,77,78,93,95,113,114,124,127,134,135],ordiat:103,ordinari:[123,136],ordinarili:114,org:[47,78],organ:[1,2,101,104,125,128],orient:135,origin:[17,25,41,51,67,124,135],other:[2,7,10,13,17,20,22,27,30,36,47,49,54,66,74,76,91,93,95,96,108,111,112,113,114,115,118,121,126,130,131,134],other_env_vari:2,other_input:123,other_task:131,other_task_out:131,other_typ:77,otherwis:[47,71,74,75,78,80,120],our:[0,2,10,11,13,14,20,42,73,76,103,104,118,125,126],out1:[95,136],out2:95,out:[2,7,13,14,36,42,59,68,71,74,91,95,101,113,122,123,130,131,137],out_list:95,outcom:131,output:[8,15,16,20,22,25,27,29,34,35,36,38,40,45,46,47,48,49,51,54,64,66,71,74,76,77,82,83,91,93,95,109,113,114,115,123,124,125,126,130,131,132,134,135,136,137],output_a:134,output_alias:[49,93],output_bind:71,output_data_dir:75,output_fil:125,output_link:71,output_m:134,output_path:[47,91],output_result:[25,29],output_schema:[75,123,134],output_uri:[29,35,51,91,92],outputparametermapp:71,outputrefer:[46,49,71,75,91],over:[14,25,26,70,77,103,104,115,118,136],overal:[29,47,49,103],overhead:[17,104],overlai:[10,11,13],overrid:[7,10,13,15,20,23,25,27,71,75,80,81,82,83,91,95,120],overridden:[110,118],overriden:118,overview:[1,14,15,109,110,128],overwrit:[66,77,84,132],overwritten:[77,136],own:[0,2,9,17,20,30,84,111,117,120,137],owner:[2,47,73,103],p_task:134,pack_python_std_map_to_literal_map:76,packag:[2,14,50,99,115],page:[14,19,23,25,27,29,34,35,36,66,120,126],pager_duti:[23,71,91],pagerduti:[23,71,119],pagerdutynotif:91,pagin:66,pair:[10,46,74,91,95,117],panda:[77,95,96],parallel:[54,91,95,106,109,114,135,137],param:[15,16,66,67,70,71,72,75,76,77,80,81,82,83,84,91,95,96,97],paramet:[5,9,49,66,67,70,71,72,74,75,76,77,78,80,81,82,83,85,86,87,88,89,91,92,93,95,96,98,109,110,113,115,117,119,120,124,133,135],parameter:16,parameter_map:67,parametermap:[27,67,91],parametermapp:71,parent:[36,51,75,91],parent_id:51,parent_node_execut:25,parent_node_execution_id:51,parent_task_metadata:51,parquet:[48,78,95,132,134],parquet_engin:78,pars:[0,46,67,68,72,76,78,95],parse_args_into_dict:67,parsed_imag:125,part:[15,20,38,46,47,71,74,77,103,115,124,136,137],parti:2,particular:111,particularli:[49,93],partit:[54,77,137],partition_filt:80,partition_nam:80,partitions_in_t:77,pass:[15,22,23,25,27,29,35,36,71,73,75,78,80,81,82,83,91,95,104,110,115,119,121,122,123,125,130,131,136],password:[2,13,70,78,125,126],passwordpath:13,past:0,patch:[13,103],path:[2,7,15,29,35,47,70,71,77,78,85,86,87,88,89,91,95,96,126,136],pattern:[0,15,17,132],payload:17,pb2:91,pb2_objct:93,pb2_object:[71,76,91,92,93],pb2_type:71,pb_field_kei:76,pb_object:76,pb_type:[76,95],pend:[25,95],per:[4,7,10,47,49,66,78,95,109,110,135],per_replica_cpu_limit:[75,95],per_replica_cpu_request:[75,95,135],per_replica_gpu_limit:[75,95,135],per_replica_gpu_request:[75,95],per_replica_memory_limit:[75,95,135],per_replica_memory_request:[75,95,135],per_replica_storage_limit:[75,95],per_replica_storage_request:[75,95],percentag:4,perfectli:118,perform:[104,115,134],performancetim:71,perhap:75,period:[0,7,20,113,124],perman:132,permiss:[23,27,122],permit:15,persist:[0,13,14],persona:101,phase:[14,15,23,25,27,29,35,51,61,71,91,92,119,120],phase_vers:51,philodendron:123,photo:126,physic:[80,95],pi_val:137,piec:[54,77],pillar:103,pin_memori:135,pip:[115,135,136],pipe:17,pipelin:[2,90],pitfal:103,pkce:[2,68,78],pkg:[14,47,70,96],place:[13,77,78,118,126],plan:[0,2,7,10,14,15,22,23,25,27,45,49,66,67,71,74,75,78,81,82,91,93,96,108,109,114,115,116,118,122,126,128],plane:[1,2,7,9,20,26,52,53,125],plane_fnam:125,plant:123,platform:[17,23,25,27,64,71,73,74,75,80,95,99,100,102,103,114,115,120],platform_valid_nam:74,playground:8,pleas:[2,8,10,19,20,22,66,78,103,113,120,137],plug:22,pluggabl:134,plugin:[0,5,9,13,19,22,34,35,42,47,51,53,64,91,99,101,113,132,135,136],plugin_nam:96,plugin_requir:96,png:126,pod:[0,8,11,13,47,59,75,135],pod_spec:[59,75,91,95,136],podiniti:42,podspec:[59,75,91,95,136],point:[11,13,23,54,74,77,78,91,103,130,134],polici:[71,95,116,128],poll:[0,74],poll_interv:74,pollut:120,pop_al:71,popul:[23,27,30,32,35,37,47,75,95],port:[7,13,17,47,78,80],portabl:[22,47],portion:[17,78,80,95],posit:[54,91],posix:71,possibl:[2,41,47,66,112,113,114,120],post:125,postgr:[13,14],postgresql:[8,13],potenti:[101,103,131],power:[22,104,132],practic:104,pre:[0,22,47],prebuilt:[115,135],preced:47,predefin:[27,47,110,118],prefer:[25,103,117],prefix:[7,17,75,78,90,115,120],prepar:[71,95],prerequisit:9,present:[27,71,74,75],pressur:132,presto:[55,64,71,75,99,128,133],presto_dynam:134,presto_result:134,presto_task:[64,71,134],prestoqueri:91,prestoworkflow:134,presum:67,pretti:[132,137],prevent:[7,17],previou:[25,112],previous:[20,47,66,108,123,125],price:104,primari:[14,15,20,38,59,75,93,95,118,132],primarili:[14,115],primary_contain:[95,136],primary_container_nam:[59,75,91,95,136],primit:[15,22,39,47,64,71,91,93,95,101,109,115,125],primtiv:49,princip:[2,25,91],print0:13,print:[11,123,130,136,137],print_funct:[125,136],priori:132,priorit:103,prioriti:103,privileg:122,proactiv:103,problem:104,process:[0,7,8,13,14,19,22,25,34,38,51,54,91,100,102,103,104,109,113,114,115,123,125,128],produc:[20,22,25,34,35,36,40,41,48,67,71,75,76,77,95,106,109,113,114,120,124,126,132],producer_id:51,product:[1,8,9,10,31,75,103,104,105,115,120,123,124],prof:7,profil:7,program:[0,46,70,71,80,95,100,102,109,112,113],programmat:118,progress:[7,20,25,49,52,71,74,75,93,103,112,113,121,123],project:[9,10,14,15,16,17,23,25,26,27,28,32,37,43,64,66,70,71,72,74,75,81,82,83,93,95,99,109,110,113,114,122,123,124,126,128,136],project_domain_attribut:[10,26],project_pb2:[66,91],projectdomain:28,projectdomainattribut:15,projectnam:10,projectquotacpu:10,projectquotamemori:10,projectregisterrespons:66,promis:[46,64,83,91,95,99],promiseoutputrefer:75,promot:71,promote_from_model:[71,72,75,76,77,95],prompt:78,propag:41,propel:[5,9,13,15,16,19,36,51,75,91,120],proper:[15,75],properli:[76,77,78,104],properti:[21,47,66,68,71,73,74,75,76,77,81,83,90,91,92,93,95],propos:103,protect:[11,84],proto:[10,14,15,20,26,44,52,55,63,64,71,91,92,93,95,96,119,136],protobuf:[0,15,20,25,27,29,34,35,36,42,46,47,48,49,51,76,91,95,103,106,109,112,114,136],protobuftyp:76,protocol:[17,22,44,46,47,52,53,55,102],prototyp:103,proven:[12,104],provid:[0,1,2,5,8,9,13,14,17,18,21,22,23,25,27,29,34,35,36,41,43,44,47,51,53,55,63,66,71,74,75,77,80,91,95,104,105,109,111,112,113,116,124,125,137],provis:104,proxi:[15,90],pseudo:84,ptional:50,pub:112,publicli:126,publish:[7,14,19,30,78,112],pubsub:[14,52],pull:[49,93,115,120],pure:[109,112,113],purpos:[8,15,47,78,95],purposefulli:[23,27,32,37],push:[8,75],put:[10,95],put_data:85,pyarrow:96,pyflyt:[64,67,78,125,126],pyspark:96,python3:115,python:[0,19,20,22,47,51,60,67,71,74,75,78,83,91,95,96,97,102,115,125,133,136],python_std_to_sdk_typ:[76,97,98],python_task:[71,74,95,123,124,125,130],pythonpath:95,pytimepars:[76,95],pytorch:[55,71,95,96,128,133],pytorch_task:[64,71,95,135],pytorchjob:[91,95],q64oxuoxt:2,q8mvene1wzq4:126,qualifi:[91,111],qualiti:103,quantiti:[47,91],qubol:[6,55,64,75,95,99,132],qubole_hive_task:[95,132],qubole_spark_task:95,qubole_work:20,qubolehivejob:91,queri:[8,14,15,16,20,22,23,25,27,29,34,35,36,58,66,75,76,77,82,91,95,112,113,134],query_collect:[58,91],question:91,queu:[15,42,71,91,93,95,120],queue:[5,9,14,28,49,68,91,120],queuing_budget:[49,71,93,95],quick:[109,127,128],quickli:[19,121],quota:[10,28,42,91],qwerti:123,rais:[41,66,71,74,75,76,77,95,96],ran:25,randint:95,random:[64,95,99,113],randomli:[66,77,115],rang:[118,131,135,137],rapid:103,rate:[7,33,80,91,109,118],rate_unit:110,ratelimit:7,rather:[25,77,132],ratio:95,raw:[8,10,15,47,64,71,91,99,103],raw_contain:[64,71],raw_container_task:71,raw_valu:75,rawsynchronousflytecli:66,reach:[36,40,71,74,75,109],read:[8,10,13,21,47,66,67,70,77,78,95,100,102,103,112,113,125,134],readabl:[15,83,91],reader:95,readi:[8,13],real:109,realiz:[103,118],realtim:112,reason:[17,20,22,25,41,78,121,134],receiv:[22,30,66,91,95,103,112,120,124,136],received_typ:73,received_valu:73,recent:[25,95],recipi:[23,30,119],recipients_email:[23,30,71,91],recogn:0,recommend:[17,47,80,84,95,101,113],reconcil:75,reconcile_partial_pod_spec_and_task:75,record:[7,13,25,29,35,51,108],recov:[80,95],recover:[41,46,91,93],recoverableexcept:[80,95],recurs:[71,95,131],redefin:[14,110,118],redi:47,redirect:[2,78],redirect_path:68,redirect_uri:[68,78],reduc:[113,131,137],reeval:7,ref:14,refer:[6,7,8,9,10,13,20,22,25,27,32,37,38,46,47,48,49,50,52,71,91,93,96,101,103,110,111,113,114,115,118,123,127,134,137],referenc:[15,22,23,25,27,40,50,71,91,106,112,114],reference_execut:25,reference_id:[49,71,93],refil:7,refin:132,reflect:[103,110,125],reformat:73,refresh:[2,7,15,78],refresh_access_token:68,regard:[16,27,80,95],regardless:[4,27,51,66,95],region:[4,6,13,117,118],regisri:8,regist:[8,13,14,15,16,20,22,27,36,47,64,66,67,71,74,75,78,81,82,83,96,109,112,114,115,116,125,126,130],register:[64,71,75,96],register_al:70,register_and_launch:[75,123],register_project:66,register_tasks_onli:70,registerableent:[71,74,75,96],registertask:112,registerworkflow:112,registr:[2,14,22,23,27,71,78,109,110,114,128,130,136],registri:[8,125],relat:[0,25,29,51,91,110,120],related_modul:96,relaunch:[25,121],relaunch_execut:66,releas:102,relev:[0,2,71,137],reli:[13,20,123,124],reliabl:[8,9,13,47,104],remain:[2,66,121],remot:[7,8,11,13,14,29,35,47,74,75,77,80,86,89,95,125],remote_loc:77,remote_path:[76,77,85,86,89],remote_prefix:77,remotedatacontext:85,remov:[11,13,14,75,103,124,125],rename_and_return_refer:71,render:22,renew:7,repeat:[15,40,46,106,113,120],repeatedli:[29,113],replac:[0,13,47,112,125],replica:[57,95,135],repo:[13,21,103,125,137],repons:14,report:[25,111,120],repos:14,repositori:[10,13,19,70,103,109,115,125],repres:[0,10,16,22,23,25,27,28,29,30,33,34,35,36,38,42,48,51,61,66,71,75,91,93,95,109,113,114,125],represent:[0,22,34,36,47,91,112,134],request:[0,7,10,14,17,23,24,25,27,28,29,34,35,36,47,66,68,78,91,108,109,110,112,118,125,134,135],request_access_token:68,request_id:24,requesthandlerclass:68,requir:[0,2,4,7,13,15,17,20,22,23,25,27,33,38,40,45,47,48,49,54,67,68,74,78,91,93,95,103,108,109,110,111,112,114,115,118,125,131,134,135,136,137],requisit:91,reregist:15,rerun:113,res:131,reserv:[49,93],reset_config:78,resid:115,resolv:[47,78,118],resourc:[0,1,2,9,11,13,14,15,20,23,25,27,28,29,35,42,43,49,64,66,75,80,81,82,83,91,93,95,99,104,105,109,111,112,113,115,117,121,135,136],resource_typ:[10,23,28,32,37,43,66,71,72,74,75,93],resourceentri:91,resourcenam:91,resourcetyp:[23,66,71,74,75,93],respect:[14,15,135],respons:[0,14,17,20,23,25,27,28,29,34,35,59,66,95,103],response_blob:95,rest:[0,15,20,22,26,53,91,132],restart:20,restrict:[46,54,110,131],result:[23,25,27,29,34,35,36,39,66,77,78,80,84,95,109,124,131,134],retain:7,retri:[7,41,46,47,49,51,75,80,91,93,95,104,113],retriev:[0,2,11,16,20,23,29,35,46,48,66,70,74,108,112,113,134],retry_attempt:[15,43,51,72,93],retry_count:91,retryabl:95,retryattempt:51,retrycount:58,retrystrategi:[47,49,91,93],returnoutputstask:83,reusabl:34,revers:[15,77],revis:[16,34,36],rewritten:15,rfc1808:78,rfc3339nano:15,rfc:9,rich:104,right:[74,93],right_express:[39,93],right_valu:[39,93],roadmap:[100,102],robust:104,role:[13,27,71,78,91,116,128],roll:2,root:[39,47,115],root_input_path:83,rout:[17,75,134],routin:14,routing_group:[56,75,91,123,134],row:66,rpc:[0,66],rpcerror:66,rst:21,rtype:[66,67,70,71,72,74,75,76,77,80,81,82,83,86,87,88,89,91,92,93,95,97,98],rule:[112,131],run:[0,2,7,8,10,11,12,13,15,16,18,19,20,25,28,29,33,35,40,42,47,49,51,54,74,75,76,77,78,80,91,93,95,103,106,110,114,115,118,120,121,123,124,125,130,131,132,134,135,136,137],run_dat:118,run_edge_detect:125,runbook:19,runnabl:54,runtim:[47,49,76,78,91,114],runtimemetadata:[91,130],runtimetyp:91,runtocompletionwf:121,s3proxi:[64,84,85],safe:71,sai:[10,118],said:[27,103],same:[13,17,19,20,22,29,49,66,67,71,78,90,91,93,103,110,111,112,113,114,115,118,123,124,125],sampl:[10,118],sample_s:118,sample_task:74,sandbox:[9,10,14,85,88,125,126,127],satisfi:[20,49,81,91],satsifi:22,save:[20,104,109,114,125,134,135],scala:[60,95],scalabl:[0,8,11,100,101,102],scalar:[71,76,91],scale:[0,1,7,8,9,101,103,104],scan:74,scenario:103,scene:134,schedul:[0,9,14,15,25,26,27,49,64,66,93,99,104,105,109,124,128],schedule_express:91,schedule_pb2:91,scheduled_at:25,schema:[0,22,47,48,56,64,71,75,91,95,96,120,123,134],schema_1:132,schema_2:132,schema_instanti:76,schema_instantiator_from_proto:76,schema_to_table_name_map:[76,77],schema_typ:[76,77],schemacolumn:[77,91],schemacolumntyp:91,schemainstanti:76,schematyp:[46,76,77,91],scienc:104,scope:[2,15,22,64,70,71,78,83,90,120],scopeablestatsproxi:90,scratch:[95,125],script:[2,95],scroll:126,sdk:[0,2,19,22,47,48,56,58,64,67,71,75,80,81,91,97,99,102,110,114,120,125,130,132,134,136],sdk_base:[64,76,99],sdk_branch:71,sdk_column:77,sdk_default:71,sdk_dynam:[64,71,95],sdk_in_contain:[64,67],sdk_launch_plan:[71,81,82,83],sdk_node:71,sdk_node_execut:81,sdk_python_venv:78,sdk_requir:71,sdk_runnabl:[20,64,71,80,81,95],sdk_runnable_task:75,sdk_task:[71,81,82,83],sdk_task_execut:81,sdk_type:[71,75,76,95,125,134],sdk_valu:75,sdk_wf_exec:[81,82],sdk_workflow:[71,81,82,83],sdk_workflow_execut:81,sdkdynamictask:[75,95],sdkgenericsparktask:75,sdkhivejob:75,sdkhivetask:[75,95],sdklaunchplan:[71,81,82,83],sdknode:[71,95],sdknodeexecut:[71,75,81,82,83],sdkprestotask:[75,123,134],sdkpytorchtask:75,sdkrawcontainertask:75,sdkrunnablecontain:75,sdkrunnablelaunchplan:71,sdkrunnablepytorchcontain:75,sdkrunnablesparkcontain:75,sdkrunnabletask:[20,75,80,81,95],sdksidecartask:75,sdksparktask:[75,95],sdktask:[20,71,75,81,82,83,123],sdktaskexecut:[71,75,81,82,83],sdktasknod:71,sdktasktyp:71,sdkworkflow:[71,81,82,83,95],sdkworkflowexecut:[71,75,81,82,83,95,123],sdkworkflownod:71,sea:[117,118],sea_launch_plan:118,seamlessli:2,searchabl:103,second:[7,15,51,66,70,80,95,136],second_task:95,secondari:[95,136],secondary_contain:[95,136],secret:[2,4,11,13,70,78],secretnam:11,section:[1,11,13,14,18,52,63,78,101,103,109,115,126],secur:78,sed:13,see:[10,13,14,16,17,19,20,36,47,66,78,95,103,110,115,120,126,132,136],seed:[84,113,135],seed_flyte_random:84,seen:2,select:[76,77,95,123,132,134],select_queri:[76,77,132],self:[2,34,91],send:[0,2,11,15,24,51,134],sender:30,sender_email:30,sens:[10,47,73,80,103,118],sense_with_wait_hint:80,sensit:28,sensor:[64,71,79],sensor_task:[71,80],sensortask:80,sent:[30,51,75,134],separ:[0,11,19,29,47,74,75,84,96,109,124,131,134],seri:49,serial:[14,22,47,64,67,71,74,75,95,112],serialize_al:70,serialize_tasks_onli:70,serv:[0,14,17],server:[2,7,23,25,27,29,34,35,36,68,78],server_address:68,servic:[0,2,5,8,9,12,14,16,18,21,24,31,52,53,66,71,78,91,103,108,109,113,115,120,122],serviceaccount:116,session_id:134,set:[2,4,7,8,10,13,14,15,17,19,22,23,25,27,28,29,32,33,34,35,37,38,39,40,44,45,46,47,48,49,51,66,71,74,75,78,80,90,91,93,95,96,101,106,110,111,112,113,115,118,120,123,124,125,127,130,131,132,134,135,136,137],set_access_token:66,set_flyte_config_fil:78,setfilt:91,setup:[8,115,133],sever:[4,7,11,20,124],sgd:135,sgd_momentum:135,sha:[78,124],share:[0,4,14,15,17,23,27,95,110,118,123,124,136],shared_volume_mount:[95,136],she:112,shelf:101,shim:14,ship:[2,20],short_class_str:[76,91,95],short_str:[76,91,95],shortcut:75,shorthand:95,should:[2,4,7,13,19,20,22,23,25,28,38,40,47,49,51,54,66,70,71,73,74,75,76,78,80,81,82,83,84,91,93,95,98,103,106,118,120,124,125,126,134],should_distribut:135,shouldn:[80,95],show:[4,7,126],shown:15,shuffl:135,sibl:[84,95],side:[2,20,47,108,109,113],sidecar:[20,55,71,75,95,96,128,133],sidecar_task:[64,71,95,136],sidecarjob:91,sig:8,sign:[25,29,35,66],signal:[71,74,75],signatur:[20,113,124,125],similar:[13,71,95,134],similarli:15,simpl:[7,13,20,39,46,48,68,91,113,130,131,132,134,136,137],simple_sidecar_task:136,simplest:[8,9,13,125],simpletyp:91,simpli:[25,118],simplifi:[17,27,41],sinc:[10,11,13,15,20,36,46,74,75,103,105,111,113,121],singl:[0,8,11,13,14,15,17,19,23,25,29,35,48,66,75,80,81,82,83,93,95,110,113,114,116,119,128,134,135,136],single_step:125,singlesteptask:130,singleton:[20,70],sink:42,situat:[84,124],size:[4,7,23,54,66,91,118,131],skip:[16,20,42,66,93],slack:[23,71,91,119],slacknotif:91,sleep:[80,95,136],slight:13,slightli:[20,103,110,136],slip:103,slist:22,slow:19,small:34,snooz:104,sole:[0,104,115,136],solut:104,solv:[103,104],some:[8,10,11,13,14,20,22,25,44,49,51,67,74,78,91,93,103,109,115,118,125,126,131,134],some_task:74,some_test:95,somedock:78,someon:101,someth:[15,20,78,95,125,126,132,134],sometim:20,someversion123:78,someworflow:74,someworkflow:74,soon:[40,49,54,91,93,114,121],sort:[14,25,27,29,35,66,92,96,114],sort_bi:[15,23,27,29,35,66],sortedcontain:71,sorteddict:71,sourc:[4,7,10,19,20,51,66,67,68,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,95,96,97,98,100,101,103,109],space:[66,80,95],span:19,spark:[0,6,20,51,55,71,75,91,95,96,113,128,133],spark_conf:[75,91,95,137],spark_context:[95,137],spark_pb2:91,spark_task:[64,71,95,137],spark_typ:[64,75,91,99],sparkconf:60,sparki:95,sparkjob:91,sparkoper:137,sparktyp:95,spawn:[35,57,66,95],spec:[15,22,25,26,27,34,36,40,66,75,91,97,104,117,131,135],speci:23,special:[8,15,17,20,34,45,48,49,70,71,75,78,93,95,109,130],specif:[0,7,10,12,13,14,15,17,18,20,21,23,25,26,29,34,35,36,42,43,47,51,55,66,71,75,77,100,102,103,104,109,110,112,113,115,118,124,130],specifi:[0,2,4,7,10,13,15,17,20,23,25,40,41,46,47,49,51,66,70,71,74,75,76,77,78,80,81,82,83,91,93,95,96,97,102,105,108,109,113,115,130,135,136],speed:[19,114],spent:[25,29,35,120],sphinx:19,spike:7,spin:17,split:95,sql:[13,22],square_each:95,squish:103,ssl:4,stabil:103,stack:[7,42],stage:[10,20,105,115,124],stage_queri:[76,77],stall:17,stand:[95,115],standard:[2,7,17,47,71,74,75,78,97],start:[1,7,9,13,17,20,25,38,47,75,78,91,100,103,114,115,125,128,130,137],started_at:[15,25,29,35,91,92],starttask:20,stat:[64,75,81,84,116],state:[0,10,15,20,23,25,27,29,35,66,68,71,74,75,80,81,82,91,95,109,120],state_dict:135,stateless:[0,108],statement:[56,75,91,123,134],statement_templ:134,statsclientproxi:90,statsd:[64,75,90,99,120],statu:[0,23,25,27,91,104,123,136],status:14,std:[75,83],std_map:76,stderr:7,stderrthreshold:7,step1:95,step2:95,step:[19,20,22,38,47,71,95,104,106,109,112,120,126,130,131,132],still:[10,15,17,47,74,136],storag:[5,9,10,13,14,16,17,28,46,47,78,80,91,95,104,125],storage_limit:[75,80,95],storage_request:[75,80,95],store:[0,4,6,7,8,9,10,14,15,20,25,29,35,36,38,46,91,112,113,124,125,126,132,134],stori:[17,42],stow:14,str2bool:67,str:[66,67,75,91],strategi:[41,46,47,49,91,113],stream:[6,47,95],strict:[8,104],strictli:27,string:[4,6,7,15,20,22,23,24,25,27,28,29,30,31,32,33,34,35,36,37,38,39,41,42,43,45,46,47,48,49,51,56,58,59,60,61,67,71,72,76,77,78,80,91,93,95,96,97,98,110,113,118,123,124,125,134,135,136],string_valu:[46,76,77,91,95],strong:48,strongli:[16,22,45,46,47,48,49,80,93,95,113],struct:[4,20,22,27,35,46,47,48,51,91],struct_pb2:91,structur:[0,18,22,23,25,27,29,34,35,36,44,47,49,74,97,100,101,102,109],stub:66,style:12,sub:[7,29,38,71,75,80,95,112,114,115],sub_typ:76,sub_workflow:[36,38,71,92,93],sub_workflow_ref:[49,71,93],subclass:[20,71,80,95],subcommand:70,subdirectori:[11,13],subject:[30,119],subject_lin:30,submit:[0,27,75,76,77,95,104,135],submodul:[64,79,99],subpackag:99,subprocess:[64,99],subscrib:30,subsequ:[14,22,113,114,124],subset:[15,23,25,43,49,93,106],subsidiari:103,substitut:[28,83],subsystem:90,subtask:[40,54,91],subtyp:22,subworkflow:[25,36,38,40,49,71,91,93,114],succe:[25,34],succeed:[15,35,40,42,93,118,120],success:[25,40,54,66,71,91,104,112,113,115,119,120],successfulli:[13,22,25,49,93,103,115],sudo:78,suffici:[8,13],suffix:17,suit:[8,103],suitabl:2,sum:95,sum_of_list:95,summar:0,summari:[15,47,112],superclass:75,superset:95,supplement:110,suppli:[10,20,25,33,108],support:[0,2,14,15,17,22,46,47,66,76,77,78,80,91,95,106,113,115,123,131,134,135],suppos:130,sure:[20,108,118,135],surfac:0,swimlan:9,sync:[20,71,74,75,77,81,82],synchron:66,synchronousflytecli:66,syntax:[33,71,95,110],sys:95,system:[0,2,4,7,13,14,15,21,22,23,25,38,41,42,43,44,46,47,49,51,52,55,64,71,77,78,91,93,95,100,101,103,104,108,109,112,113,115,120,121,125,126,131],system_entry_point:73,system_gener:23,system_metadata:25,t_valu:[71,76,77,95],tab:126,tabl:[14,19,76,77,132,134],table_nam:[77,80],tag1:95,tag:[10,16,28,46,58,75,76,78,83,90,91,95,103,120,132],tag_prefix:76,taggabl:[64,75,81,84],taggablestat:[75,81,90],tailor:13,taint:135,take:[8,10,13,22,67,70,71,73,80,95,97,113,114,118,126,134,137],taken:[49,93,96],talk:[7,101],target:[4,17,19,47,49,51,91,93,114,125],target_gc_perc:4,task:[0,2,7,8,9,14,15,18,21,22,23,24,26,28,29,35,36,38,40,42,43,44,49,50,51,52,53,56,58,59,64,66,70,71,74,78,79,81,82,83,93,96,99,100,102,104,109,111,112,115,116,121,128],task_exec:[81,82,83],task_execut:[14,26,64,66,71,75,91],task_execution_created_at:15,task_execution_id:29,task_execution_identifi:66,task_execution_pb2:92,task_execution_updated_at:15,task_funct:[75,80],task_function_nam:75,task_id:[43,51,72,81,82,83,93],task_identif:66,task_input:[75,123,134],task_modul:[73,75],task_nam:73,task_name_format:78,task_nod:[49,93],task_pb2:[70,75,91],task_resourc:28,task_resource_attribut:28,task_spec:66,task_typ:[75,80],taska:22,taskb:22,taskc:22,taskcategori:47,taskclosur:91,taskcontext:20,taskdefinit:91,taskexecut:[51,66,75,92],taskexecutionclosur:92,taskexecutionev:[15,24],taskexecutiongetdatarespons:91,taskexecutionidentifi:[29,35,51,66,72,92,93],taskexecutionphas:[92,93],taskid:47,tasklog:[35,51,92,93],taskmetadata:91,tasknam:16,tasknod:[71,93],tasks_count:131,tasks_pb2:[70,91],taskspec:[66,70,75,91],tasktempl:[20,22,34,38,40,50,56,58,70,71,75,91,106],tasktyp:133,team:[0,13,102,111,124],technic:20,tediou:[0,123],tell:[2,80,95,126],temp:[19,134],tempdir:71,templat:[10,20,27,28,34,36,38,50,71,78,91,92,93,95,103,110,114,134],templatedata:10,temporari:[75,76,77,95,132],temporaryconfigur:78,tenanc:[109,115],tend:134,tensorflow:113,term:[7,115],termin:[0,15,25,29,59,71,81,82,109,119,120],terminate_execut:66,test:[4,8,17,70,78,95,101,103,113,124,125,134],test_batch_s:135,test_hiv:95,test_load:135,test_task:95,test_util:[64,99],text:[2,47,66,67,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,91,92,93,95,96,115,132,134],text_arg:67,textual:91,than:[10,15,17,20,22,25,39,46,66,75,77,95,105,126,134],thank:74,thats:8,thei:[0,2,8,10,11,17,20,22,39,70,73,82,95,101,103,108,109,117,122,123,132],them:[0,2,11,13,15,73,113,120,132,134],themselv:[10,73,102,114],then_nod:[49,93],thereaft:20,therefor:[22,70,73,95,115,123,136],theworst:15,thi:[0,1,2,4,7,8,9,10,11,13,14,15,17,18,19,20,22,23,24,25,27,28,29,30,32,34,35,36,37,38,39,40,41,42,43,45,46,47,48,49,51,52,54,56,57,58,63,66,67,70,71,73,74,75,76,77,78,80,81,82,83,84,90,91,93,95,96,101,103,104,106,108,109,112,114,115,118,120,121,124,125,126,128,130,131,132,134,136,137],thin:[14,66],thing:[13,66,103,118,130,132],think:[103,121,131],third:2,thorough:15,those:[2,20,67,70,80,95,103,105,113,125,131],though:[2,132],thought:[2,20],thread:7,three:[2,10,19,22,119],threshold:[7,125],threw:48,throttl:7,through:[2,10,13,15,16,17,42,101,114,120,126],throughout:[22,23,104],thrown:48,thu:[8,103],tied:[10,110,114],tighter:47,time:[2,7,10,15,20,22,23,25,27,29,33,34,35,36,47,49,59,66,71,74,75,77,78,80,83,90,91,95,103,104,110,112,113,114,115,118,120,123,124,131,136],timed_out:[42,93,119],timedelta:[71,74,75,76,80,91,92,93,95,118],timeout:[47,49,74,75,80,91,93,95,113],timeout_sec:[58,91],timer:[83,90,120],timestamp:[15,25,27,29,34,35,36,46,51],tmp:91,tmp_dir:[71,75,81],tmpdir:125,to_dict:91,to_flyte_idl:[70,91,92,93],to_flyte_literal_typ:[76,95],to_literal_model:91,to_path:[85,86,87,88,89],to_python_std:[76,95],tocken:7,todo:[23,47,66,75,78,80,81,91,93,95],togeth:[0,19,21,71,102,134],toggl:15,token:[2,7,11,23,25,27,29,34,35,36,66,68,70,78],token_endpoint:[68,70],tokenpath:11,toler:[0,109,135],too:[25,91,118],tool:[0,10,13,64,75,78,99,104,112,115],toolkit:14,top:[5,7,9,14,31,103,130],top_trim:73,topic:14,topolog:96,torch:[96,135],total:[11,49],totensor:135,touch:125,tps:7,trace:[7,24,42,51,73],traceback:73,track:[15,20,71,81,104,123],trackabl:103,tradit:0,tradition:[78,123],train:[57,104,135],train_load:135,transact:[7,66],transform:[14,20,70,113,135],transit:[15,25,27,91,120],translat:[20,46,70,108],treat:124,tree:[22,39],tri:7,triag:104,trickster:74,trigger:[7,14,23,25,27,33,47,80,91,95,110,114,118,119],triggered_tim:118,trivial:136,truth:20,tsk:123,tsx:17,ttl:[7,42,93],tune:[34,113],tunnel:8,tupl:[67,76,80],turn:[10,75,104,120],tutori:[8,120],tweak:10,two:[17,19,22,39,113,120,132,136],txt:[95,136],type:[0,4,6,7,9,11,13,15,16,20,21,23,28,41,42,43,44,45,46,47,49,51,56,58,64,66,67,68,70,71,72,73,74,75,78,80,81,82,83,85,86,87,88,89,90,92,96,97,98,99,100,109,110,114,118,120,123,124,125,128,130,131,132,134,135,136,137],type_engin:[64,78,99],type_map:[71,76],typedcollectiontyp:76,typedinterfac:[47,49,71,75,91,93,130],typedlistimpl:76,typeengin:97,typeerror:73,types_pb2:[91,93],types_to_vari:75,typic:[8,13,78,101,105,109],uint32:[23,25,27,29,33,35,43,46,47,51,58],ultim:20,unabl:47,uncov:103,undefin:[17,42,46,93],under:[2,7,11,13,23,96,113,123,124,125,126],underli:[14,22,42,46,48,49,71,74,75,76,90,91,93,95],underneath:27,understand:[0,6,7,8,9,20,21,47,101,103,109,128],understood:48,unfortun:[14,15,20],unicod:113,union:84,uniqu:[14,15,16,22,23,24,25,27,29,32,34,35,36,37,38,43,46,47,48,49,51,66,71,74,75,78,91,93,110,111,113,115],unit:[22,33,46,49,64,75,80,81,91,95,103,109,113,114,118,123,125],unit_test:[75,95],unittestenginefactori:83,unittestenginetask:83,unknown:[41,42,47,91,93,120],unless:49,unlik:[0,71,134],unmanag:77,unmarsh:20,unnecessari:17,unpack:[76,91],unpack_literal_map_to_sdk_object:76,unpack_literal_map_to_sdk_python_std:76,unspecifi:[43,93],unsur:115,until:[0,17,22,59,74,131,136],untriag:103,unus:104,unvers:115,updat:[7,13,14,15,19,23,25,27,29,35,66,71,74,77,80,81,82,95,114,118,123,124],update_configuration_fil:70,update_launch_plan:66,update_named_ent:66,update_project_domain_attribut:66,update_workflow_attribut:66,updated_at:[15,25,27,29,35,92],upload:[47,75,77,85,86,87,88,89,109,125],upload_directori:[85,86,87,88,89],upload_eag:47,upload_mod:[47,91],upload_mode_eag:91,upload_mode_no_upload:91,upload_mode_on_exit:91,upload_on_exit:47,upon:[0,71,74,75,76,77,95],upper:[15,80,95],upstream:[38,49,71,93,95],upstream_ent:[71,74,75],upstream_nod:71,upstream_node_id:[49,71,93],uri:[7,25,42,46,51,77,78,91,93],url:[4,6,17,22,23,25,29,35,47,51,66,68,78,91,115,123,126],urlblob:[25,29,35,91],urllib:125,urlopen:125,urlpars:78,usabl:[66,95],usag:[19,75,111,115,116,133],use:[0,2,4,7,8,10,11,13,14,15,17,19,20,22,25,27,38,46,47,51,67,75,78,80,91,95,103,105,110,112,114,116,123,124,125,126,131,134,135,136,137],usecas:7,used:[2,4,7,10,13,14,15,17,19,20,22,23,25,26,27,28,29,31,34,35,36,38,45,47,48,49,52,66,68,71,75,77,78,80,84,91,93,95,103,110,114,115,117,123,125,130,136,137],useful:[2,18,25,49,71,75,93,95,104,124],usefulli:75,user:[1,2,5,8,9,10,13,20,22,23,25,27,34,41,42,43,47,64,66,71,74,75,76,78,80,83,91,95,97,98,100,102,103,104,108,109,111,112,113,114,116,118,123,124,130,132,134,135,136,137],user_entry_point:73,user_id:95,user_input:71,usernam:[2,13,78,115,125,126],users_t:95,uses:[0,4,5,7,8,12,14,15,38,47,71,75,78,102,112,115,117,130,137],using:[0,2,4,7,13,17,25,39,47,49,57,67,70,78,81,82,91,93,95,101,103,104,109,110,111,112,113,114,115,120,123,125,126,128,130,131,132,134,135,136,137],usual:[2,17,49,77,97,103,115,120],util:[14,64,75,81,99,115,125,135],uuid:16,val:[4,6,7,91,137],valid:[0,10,14,22,23,30,46,47,48,49,71,75,78,91,93,95,104,108,110,112,114],valid_phas:71,valu:[2,5,7,9,10,14,15,16,17,20,21,23,25,27,28,29,33,34,35,36,38,40,43,45,46,47,48,49,54,66,67,70,71,73,75,76,77,78,81,82,83,91,92,93,95,97,110,115,117,118,121,124,125,126,130,131,136,137],value_in:15,value_to_print:130,valueerror:73,valuein:91,vari:15,variabl:[2,4,10,22,28,33,39,46,47,48,49,67,70,71,74,75,78,80,91,93,95,108,110,113],variable_dict:67,variable_proto:91,variablemap:[27,91],varieti:[34,104,114],variou:[7,22,42,44,47,49,51,53,55,101,103,113,120,134],variti:131,varriou:22,vector:2,veloc:103,venv:115,verbose_class_str:91,verbose_messag:73,verbose_str:[76,91,95],veri:[15,17,22,103,113,131],verifi:19,version:[15,16,20,22,23,27,34,36,43,47,51,66,70,71,72,74,75,78,83,91,93,95,103,108,109,110,113,115,123,124,126,128],via:[0,42,66,70,71,122,135,137],view:[0,17,66,101,112,134],virtual:[8,19,115],virtualenv:115,visibl:[22,23,120],visit:[104,123,125,126],visual:[0,38,112],volum:[11,95,136],volumemount:[11,95,136],volumesourc:[95,136],wai:[2,10,13,15,20,22,101,110,113,115,122,124,125,131,137],wait:[7,22,49,61,74,91,118,136],wait_for_complet:[74,123],waitabl:[20,55],waiting_for_resourc:42,walk:[10,16],want:[2,8,10,11,13,15,19,20,42,66,75,84,102,103,118,123,134,135],warn:[8,80,91,95],wast:[113,121],wastag:109,watch:7,water:109,web:[0,2,17,104,113],webpack:17,week:33,weird:73,welcom:[100,103,112],well:[2,7,8,14,17,22,25,27,34,35,44,46,68,75,101,106,110,113,117,124,131,132,135],were:[13,15,20,49,70,77,91,93],wf_exec:[81,82,83],wf_exec_id:[61,81,82,83],wf_handl:95,wf_param:[71,74,95,123,124,125,132,134,136],wfparam:[95,136],wfs:22,what:[10,18,19,20,21,22,29,46,70,71,73,91,100,102,109,116,125,131],whatsoev:20,wheel:115,when:[2,4,7,10,16,17,18,20,25,27,33,42,46,47,49,51,66,67,71,73,74,75,77,78,80,91,93,95,104,108,112,113,114,120,121,123,124,125,126,130,132],whenev:[49,93,95,115,120],where:[0,2,4,7,10,15,22,25,28,29,35,39,42,46,66,74,75,77,78,82,84,91,95,103,123,124,126,131,132,134,137],wherea:[20,117],wherev:47,whether:[7,15,35,47,49,71,74,75,76,77,78,80,85,86,87,88,89,91,95,113,115,120],which:[6,7,8,10,13,14,15,17,20,22,23,25,27,28,29,32,33,34,35,36,37,47,51,66,67,70,71,74,75,77,78,90,91,95,103,109,110,112,113,114,115,117,120,125,130,131,132,134,136,137],whichev:91,who:[2,84,101],whose:[49,95],why:[116,128,134],wide:122,widget:123,widgetmodel:10,wildcard:78,window:[17,78],wish:[2,15,27],with_overrid:71,within:[1,2,8,23,25,27,28,31,43,47,48,71,73,74,75,80,91,95,103,108,111,114,115,136],without:[2,17,47,78,95,109],won:[17,22,115],word:[66,67,91,114,115],work:[0,8,47,56,58,75,80,95,101,102,104,114,116,125,133,134],workaround:46,worker:[0,7,57,95,135],workers_count:[75,91,95,135],workflow:[0,2,5,8,9,10,11,12,13,14,15,22,23,24,25,26,27,28,29,31,33,34,37,38,42,43,44,47,50,51,52,64,66,70,74,75,78,81,82,83,91,96,99,100,102,104,105,106,109,110,111,112,113,115,117,118,119,120,121,123,124,127,128,131,132,134,135,137],workflow_attribut:[10,26],workflow_class:[95,118,121,125,134],workflow_closur:[44,64,99],workflow_closure_pb2:91,workflow_execut:[64,75,81,82,83,99],workflow_execution_id:29,workflow_execution_identifi:66,workflow_id:[25,27,61,71,81,82,83,91,95],workflow_identifi:66,workflow_nam:120,workflow_name_format:78,workflow_nod:[49,93],workflow_node_metadata:[29,51],workflow_packag:78,workflow_param:135,workflow_paramet:[130,131,137],workflow_pb2:[70,71,92,93],workflow_spec:66,workflowattribut:[15,28],workflowclosur:[91,92],workflowexecut:[23,25,51,61,119,123],workflowexecutionev:[15,24],workflowexecutiongetdatarespons:[66,91],workflowexecutionidentifi:[25,29,51,61,66,72,74,81,82,83,91,93],workflowexecutionphas:[91,93,118],workflowmetadata:[71,93,95,121],workflowmetadatadefault:93,workflownod:[29,38,71,93],workflowspec:[66,70,71,92],workflowtempl:[36,38,40,50,70,71,91,92,93,106],working_dir_prefix:71,working_directori:[75,81],workload:[0,91,104,131],workqueu:7,world:[10,95,109,136],world_siz:135,worri:[20,73],worth:118,would:[10,15,17,47,70,74,78,84,95,103,119],wrap:[20,66,73,75,76,80,95],wrapper:[20,66,68,71,73,95],wreak:120,write:[7,20,77,82,95,102,104,114,123,127,128,132,136,137],write_proto_to_fil:71,writer:[95,135],written:[4,5,19,22,47,77,80,95,114,126],wrobert:[76,95],wrong:118,www:[47,78],xarg:[11,13],xrang:95,xyz:74,yaml:[7,8,10,11,13,47,112],yarn:17,year:[33,118],yet:[10,22,47,123],yield:[15,74,95,131],you:[0,2,8,10,11,13,14,15,17,20,27,66,71,74,75,104,108,110,118,119,120,123,124,125,126,127,128,131,134,135,136],your:[1,2,8,9,10,11,19,20,27,49,75,110,115,116,117,118,122,123,124,126,127,128,132,135,136,137],your_aws_access_kei:13,your_aws_secret_kei:13,your_database_password:13,your_database_usernam:13,yourself:[1,10,115],yourworkflownam:10,zero:[95,106,118]},titles:["Architecture","Administrator Docs","Authentication","FlyteAdmin Configuration","Common configuration across all backend components","Configure Flyte backend","Plugin Configuration","Propeller Configuration","Getting Started","Installing Flyte","Configuring customizable resources","Scaling Beyond Kubernetes","Optional Components","Handling Production Load","FlyteAdmin","FlyteAdmin Service Background","What is Data Catalog?","Flyte Console","Flyte System Components","Contributing to Docs","Extending Flyte","Contributor Docs","Flyte Specification Language","common.proto","event.proto","execution.proto","Flyte Admin Service entities","launch_plan.proto","matchable_resource.proto","node_execution.proto","notification.proto","project.proto","project_domain_attributes.proto","schedule.proto","task.proto","task_execution.proto","workflow.proto","workflow_attributes.proto","compiler.proto","condition.proto","dynamic_job.proto","errors.proto","execution.proto","identifier.proto","Core Flyte language specification","interface.proto","literals.proto","tasks.proto","types.proto","workflow.proto","workflow_closure.proto","event.proto","Flyte Internal and External Eventing interface","Flyte Language and API specification","array_job.proto","Flyte Task Plugins","presto.proto","pytorch.proto","qubole.proto","sidecar.proto","spark.proto","waitable.proto","admin.proto","REST and gRPC interface for the Flyte Admin Service","flytekit package","flytekit.bin package","flytekit.clients package","flytekit.clis package","flytekit.clis.auth package","flytekit.clis.flyte_cli package","flytekit.clis.sdk_in_container package","flytekit.common package","flytekit.common.core package","flytekit.common.exceptions package","flytekit.common.mixins package","flytekit.common.tasks package","flytekit.common.types package","flytekit.common.types.impl package","flytekit.configuration package","flytekit.contrib package","flytekit.contrib.sensors package","flytekit.engines package","flytekit.engines.flyte package","flytekit.engines.unit package","flytekit.interfaces package","flytekit.interfaces.data package","flytekit.interfaces.data.gcs package","flytekit.interfaces.data.http package","flytekit.interfaces.data.local package","flytekit.interfaces.data.s3 package","flytekit.interfaces.stats package","flytekit.models package","flytekit.models.admin package","flytekit.models.core package","flytekit.plugins package","flytekit.sdk package","flytekit.tools package","flytekit.type_engines package","flytekit.type_engines.default package","flytekit","Flyte","How to read these docs?","Introduction","Roadmap","What is Flyte?","Domains","Dynamic Job Spec","Timeline of a workflow execution","Overview of the Execution of a Workflow","Flyte Concepts","Launch plans","Projects","Understanding Registration process","Tasks","Workflows","Flyte CLI","Flyte Features","Labels and Annotations","Flyte Launchplans","Notifications","Metrics for your executions","On Failure Policy","Why roles?","Single Task Excution","Task Cache","Writing Your First Workflow","Quick Start Examples","Getting Started","User docs","Python SDK","Container Task","Dynamic Tasks","Hive Tasks","Flyte Task Types","Presto Tasks","PyTorch Task","Sidecar Tasks","Spark Task"],titleterms:{"default":[6,98,110,120],"enum":[23,25,27,28,33,39,41,42,43,47,48,49,60],"static":15,"void":46,Adding:15,For:124,Going:13,Using:[15,112],With:120,abortmetadata:25,access:2,across:4,activelaunchplanlistrequest:27,activelaunchplanrequest:27,addit:14,admin:[2,7,14,15,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,62,63,92],administr:[1,101],alia:49,all:[4,15,19],annot:[23,117],api:53,architectur:0,array_job:[54,91],arrayjob:54,artifact:74,asynchron:14,auth:[27,68,78],authent:2,authrol:23,avail:6,awesom:101,aws:78,backend:[4,5,112],background:[15,20],base:73,base_sdk_typ:76,base_sensor:80,basic:132,basic_auth:70,beyond:[11,13],bin:65,binari:46,bind:46,bindingdata:46,bindingdatacollect:46,bindingdatamap:46,blob:[46,76,77],blobdimension:48,blobmetadata:46,blobtyp:48,booleanexpress:39,branch:114,branchnod:49,bug:103,build:19,cach:124,catalog:[7,12,16],chang:103,characterist:113,cli:[2,67,68,69,70,108,115],client:[2,66,90],cluster:10,clusterresourceattribut:28,command:[10,115],commandlin:[7,123],common:[4,14,23,71,72,73,74,75,76,77,78,81,85,91,92,97],compani:101,comparisonexpress:39,compil:[22,38,93],compiledtask:38,compiledworkflow:38,compiledworkflowclosur:38,compon:[2,4,12,14,18],component_nod:71,concept:109,condit:[39,93],config:3,configur:[2,3,4,5,6,7,10,13,78,115],conjunctionexpress:39,connectionset:38,consol:[17,123],constant:[70,71],contain:[6,47,76,120,130,136],containererror:41,containerport:47,content:[64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],continu:103,contrib:[79,80],contribut:19,contributor:[21,101],control:[0,6,11],copi:19,cor:17,core:[7,38,39,40,41,42,43,44,45,46,47,48,49,50,72,93,103],creat:[13,125,126],cred:78,credenti:68,cron:110,custom:20,customiz:10,dashboard:120,data:[0,11,12,14,16,85,86,87,88,89],data_proxi:85,databas:13,dataloadingconfig:47,debug:[10,17],definit:113,depend:[17,19],deploy:[8,11,13],detail:14,develop:[17,104],diagram:2,direct:[2,23],discoveri:68,distributedpytorchtrainingtask:57,doc:[1,19,21,101,128],document:[19,103],domain:[31,105,115],downloadmod:47,dynam:[13,106,131],dynamic_job:[40,91],dynamicjobspec:40,egress:52,elect:7,element:22,emailmessag:30,emailnotif:23,enabl:124,engin:[81,82,83],entiti:[15,26,115],entrypoint:65,environ:[17,132],error:[14,41,48,93],errordocu:41,errorkind:42,even:101,event:[7,24,51,52],eventerroralreadyinterminalst:24,eventfailurereason:24,exampl:[3,6,7,10,20,113,117,122,126,136],except:[73,95],excut:123,execut:[6,10,15,16,25,42,75,91,93,104,107,108,114,117,120,123,126,132],executionclosur:25,executionclusterlabel:28,executioncreaterequest:25,executioncreaterespons:25,executionerror:42,executionlist:25,executionmetadata:25,executionmod:25,executionqueueattribut:28,executionrelaunchrequest:25,executionspec:25,executionterminaterequest:25,executionterminaterespons:25,express:110,extend:20,extens:22,extern:[7,52],failur:121,fault:113,featur:116,fetch:123,filter:[15,91],first:125,fix:[103,110],fixedr:33,fixedrateunit:33,flow:[2,108,112],flyte:[2,5,9,13,16,17,18,20,22,26,44,52,53,55,63,82,98,100,101,104,108,109,114,115,116,118,120,123,125,126,133,134],flyte_cli:69,flyteadmin:[3,14,15],flyteconsol:17,flyteidl:[0,23,24,25,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,45,46,47,48,49,50,51,54,56,57,58,59,60,61],flytekit:[64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,112],friendli:66,from:[115,123],futur:119,gcp:78,gcs:86,gcs_proxi:86,generic_spark_task:75,get:[8,127],grade:13,grpc:63,handl:13,hash:74,have:115,help:[101,115],helper:[66,67,76],hierarchi:10,hive:[20,132],hive_task:75,hivequeri:58,hivequerycollect:58,host:115,how:[16,101,103,121],http:87,http_data_proxi:87,iam:122,identifi:[43,72,93],idl:20,idlist:38,idp:2,ifblock:49,ifelseblock:49,impl:[77,80],improv:103,includ:19,individu:6,initi:20,input:[110,118],instal:[9,17,101,115,136],integr:132,interact:[115,125],interfac:[45,52,63,71,84,85,86,87,88,89,90,91,115],intern:[52,78],introduct:102,iostrategi:47,job:106,keyvaluepair:46,kind:41,kubernet:[6,11,122],label:[10,23,117],languag:[22,44,53],launch:[110,117,123],launch_plan:[27,70,71,91],launchabl:74,launcher:7,launchplan:[27,118],launchplanclosur:27,launchplancreaterequest:27,launchplancreaterespons:27,launchplanlist:27,launchplanmetadata:27,launchplanspec:27,launchplanst:27,launchplanupdaterequest:27,launchplanupdaterespons:27,lazy_load:96,leader:7,level:6,line:115,link:6,listmatchableattributesrequest:28,listmatchableattributesrespons:28,liter:[46,91],literalcollect:46,literalmap:46,literalmapblob:25,literalmapformat:47,literaltyp:48,live:103,load:13,loader:81,local:[19,88],local_file_proxi:88,log:6,logger:4,logicaloper:39,main:69,make:101,manag:[14,101,103],matchable_resourc:[28,91],matchableattributesconfigur:28,matchableresourc:28,matchingattribut:28,memoiz:[16,113],messageformat:42,metadata:[4,15],metric:120,mileston:103,miscellan:132,mixin:74,mock_stat:83,model:[14,91,92,93],modif:19,modul:[64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],module_load:96,monitor:[104,123],more:101,name:[15,115],named_ent:91,namedent:23,namedentitygetrequest:23,namedentityidentifi:23,namedentityidentifierlist:23,namedentityidentifierlistrequest:23,namedentitylist:23,namedentitylistrequest:23,namedentitymetadata:23,namedentityst:23,namedentityupdaterequest:23,namedentityupdaterespons:23,network:17,node:[49,71,106,114],node_execut:[29,91],nodeexecut:[29,42],nodeexecutionclosur:29,nodeexecutionev:51,nodeexecutioneventrequest:24,nodeexecutioneventrespons:24,nodeexecutionfortasklistrequest:29,nodeexecutiongetdatarequest:29,nodeexecutiongetdatarespons:29,nodeexecutiongetrequest:29,nodeexecutionidentifi:43,nodeexecutionlist:29,nodeexecutionlistrequest:29,nodeexecutionmetadata:29,nodemetadata:49,note:19,notif:[23,30,71,119],notificationlist:25,object:13,objectgetrequest:23,observ:103,onfailurepolici:49,onli:[7,19],oper:39,operand:39,option:12,output:[17,75,106],outputrefer:48,overview:108,own:13,packag:[64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],pagerdutynotif:23,paramet:[7,45,134],parametermap:45,parenttaskexecutionmetadata:51,partial:118,phase:42,plan:[110,117],plane:[0,11],platform:[15,78],plugin:[6,20,54,55,56,57,58,59,60,61,94],pod:136,polici:121,prerequisit:8,presto:[56,91,134],presto_task:75,prestoqueri:56,primari:136,primit:[46,76],process:112,product:13,project:[13,31,91,111,115,120,125],project_domain_attribut:32,projectdomainattribut:32,projectdomainattributesdeleterequest:32,projectdomainattributesdeleterespons:32,projectdomainattributesgetrequest:32,projectdomainattributesgetrespons:32,projectdomainattributesupdaterequest:32,projectdomainattributesupdaterespons:32,projectlistrequest:31,projectregisterrequest:31,projectregisterrespons:31,promis:71,propel:[7,20],properti:22,proto:[23,24,25,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,45,46,47,48,49,50,51,54,56,57,58,59,60,61,62,76],protobuf:17,provid:[6,110,120],proxi:17,put:15,pyflyt:70,pypi:115,python:[129,130],pytorch:[57,135],pytorch_task:75,qubol:[20,58,91],qubolehivejob:58,queri:132,queue:[7,10],quick:126,random:84,rate:110,raw:66,raw_contain:75,read:101,real:113,recommend:115,refer:2,regist:[70,123],register:74,registr:[112,126],releas:103,reliabl:103,repo:19,repositori:14,request:15,requir:113,resourc:[10,47,78],resourceentri:47,resourcelistrequest:23,resourcenam:47,resourcetyp:43,rest:63,retrystrategi:46,rfc:2,roadmap:103,role:122,rpc:14,rst:19,run:[17,126],runtim:14,runtimemetadata:47,runtimetyp:47,s3proxi:89,sandbox:[8,13],scalar:46,scale:11,schedul:[12,33,71,91,110,118],schema:[46,76,77,132],schemacolumn:48,schemacolumntyp:48,schematyp:48,scope:73,sdk:[20,78,95,129],sdk_base:71,sdk_dynam:75,sdk_in_contain:70,sdk_runnabl:75,sensor:80,serial:70,server:17,servic:[7,15,26,63],serviceaccount:122,setup:[126,135,137],sidecar:[59,136],sidecar_task:75,sidecarjob:59,simpletyp:48,singl:123,slacknotif:23,sort:[15,23],sourc:115,spark:[60,137],spark_task:75,spark_typ:95,sparkappl:60,sparkjob:60,spec:[106,136],specif:[22,44,53,114],start:[8,126,127],stat:[90,120],statsd:78,storag:4,store:13,storybook:17,structur:[14,20,114],subcommand:115,submodul:[65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,95,96,97,98],subpackag:[64,67,71,76,79,81,84,85,91,97],subprocess:96,subworkflow:106,swimlan:2,syntax:15,system:[18,73],systemmetadata:25,tab:17,taggabl:90,task:[10,16,20,34,47,55,75,80,91,95,106,113,114,120,123,124,125,130,131,132,133,134,135,136,137],task_execut:[35,92],taskclosur:34,taskcreaterequest:34,taskcreaterespons:34,taskexecut:[35,42],taskexecutionclosur:35,taskexecutionev:51,taskexecutioneventrequest:24,taskexecutioneventrespons:24,taskexecutiongetdatarequest:35,taskexecutiongetdatarespons:35,taskexecutiongetrequest:35,taskexecutionidentifi:43,taskexecutionlist:35,taskexecutionlistrequest:35,tasklist:34,tasklog:42,taskmetadata:47,tasknod:49,taskresourceattribut:28,taskresourcespec:28,taskspec:34,tasktempl:47,team:103,terminolog:115,test:115,test_util:95,timelin:107,togeth:15,toler:113,tool:96,top:6,train:103,type:[10,22,48,60,76,77,91,93,95,113,133],type_engin:[97,98],typedinterfac:45,typic:[108,112],understand:[13,112],unit:[83,110],updat:20,uploadmod:47,urlblob:23,urn:115,usag:[117,130,132,134,135,136,137],use:[118,121],user:[0,6,11,73,101,115,120,128],using:108,util:71,valu:[6,22],variabl:[17,45],variablemap:45,version:114,waitabl:61,want:101,what:[16,104,110,121,123],when:118,why:122,without:112,work:[103,115,119,136],workflow:[7,36,49,71,92,93,95,101,107,108,114,125,126],workflow_attribut:37,workflow_closur:[50,91],workflow_execut:71,workflowattribut:37,workflowattributesdeleterequest:37,workflowattributesdeleterespons:37,workflowattributesgetrequest:37,workflowattributesgetrespons:37,workflowattributesupdaterequest:37,workflowattributesupdaterespons:37,workflowclosur:[36,50],workflowcreaterequest:36,workflowcreaterespons:36,workflowengin:14,workflowexecut:42,workflowexecutionev:51,workflowexecutioneventrequest:24,workflowexecutioneventrespons:24,workflowexecutiongetdatarequest:25,workflowexecutiongetdatarespons:25,workflowexecutiongetrequest:25,workflowexecutionidentifi:43,workflowlist:36,workflowmetadata:49,workflowmetadatadefault:49,workflownod:49,workflownodemetadata:[29,51],workflowspec:36,workflowtempl:49,world:113,write:[101,125],you:115,your:[13,120,125]}})
\ No newline at end of file
+Search.setIndex({docnames:["administrator/architecture","administrator/index","administrator/install/authentication","administrator/install/configure/admin","administrator/install/configure/common","administrator/install/configure/index","administrator/install/configure/plugins","administrator/install/configure/propeller","administrator/install/getting_started","administrator/install/index","administrator/install/managing_customizable_resources","administrator/install/multi_cluster","administrator/install/optional_components","administrator/install/production","contributor/components/admin","contributor/components/admin_service","contributor/components/catalog","contributor/components/console","contributor/components/index","contributor/docs/index","contributor/extending/index","contributor/index","contributor/language/index","flyteidl/admin/common.proto","flyteidl/admin/event.proto","flyteidl/admin/execution.proto","flyteidl/admin/index","flyteidl/admin/launch_plan.proto","flyteidl/admin/matchable_resource.proto","flyteidl/admin/node_execution.proto","flyteidl/admin/notification.proto","flyteidl/admin/project.proto","flyteidl/admin/project_domain_attributes.proto","flyteidl/admin/schedule.proto","flyteidl/admin/task.proto","flyteidl/admin/task_execution.proto","flyteidl/admin/workflow.proto","flyteidl/admin/workflow_attributes.proto","flyteidl/core/compiler.proto","flyteidl/core/condition.proto","flyteidl/core/dynamic_job.proto","flyteidl/core/errors.proto","flyteidl/core/execution.proto","flyteidl/core/identifier.proto","flyteidl/core/index","flyteidl/core/interface.proto","flyteidl/core/literals.proto","flyteidl/core/tasks.proto","flyteidl/core/types.proto","flyteidl/core/workflow.proto","flyteidl/core/workflow_closure.proto","flyteidl/event/event.proto","flyteidl/event/index","flyteidl/index","flyteidl/plugins/array_job.proto","flyteidl/plugins/index","flyteidl/plugins/presto.proto","flyteidl/plugins/pytorch.proto","flyteidl/plugins/qubole.proto","flyteidl/plugins/sidecar.proto","flyteidl/plugins/spark.proto","flyteidl/plugins/waitable.proto","flyteidl/service/admin.proto","flyteidl/service/index","flytekit/flytekit","flytekit/flytekit.bin","flytekit/flytekit.clients","flytekit/flytekit.clis","flytekit/flytekit.clis.auth","flytekit/flytekit.clis.flyte_cli","flytekit/flytekit.clis.sdk_in_container","flytekit/flytekit.common","flytekit/flytekit.common.core","flytekit/flytekit.common.exceptions","flytekit/flytekit.common.mixins","flytekit/flytekit.common.tasks","flytekit/flytekit.common.types","flytekit/flytekit.common.types.impl","flytekit/flytekit.configuration","flytekit/flytekit.contrib","flytekit/flytekit.contrib.sensors","flytekit/flytekit.engines","flytekit/flytekit.engines.flyte","flytekit/flytekit.engines.unit","flytekit/flytekit.interfaces","flytekit/flytekit.interfaces.data","flytekit/flytekit.interfaces.data.gcs","flytekit/flytekit.interfaces.data.http","flytekit/flytekit.interfaces.data.local","flytekit/flytekit.interfaces.data.s3","flytekit/flytekit.interfaces.stats","flytekit/flytekit.models","flytekit/flytekit.models.admin","flytekit/flytekit.models.core","flytekit/flytekit.plugins","flytekit/flytekit.sdk","flytekit/flytekit.tools","flytekit/flytekit.type_engines","flytekit/flytekit.type_engines.default","flytekit/index","index","introduction/docs_overview","introduction/index","introduction/roadmap","introduction/whatis","user/concepts/domains","user/concepts/dynamic_spec","user/concepts/execution_timeline","user/concepts/executions","user/concepts/index","user/concepts/launchplans_schedules","user/concepts/projects","user/concepts/registration","user/concepts/tasks","user/concepts/workflows_nodes","user/features/flytecli","user/features/index","user/features/labels_annotations","user/features/lanuchplans","user/features/notifications","user/features/observability","user/features/on_failure_policy","user/features/roles","user/features/single_task_execution","user/features/task_cache","user/getting_started/create_first","user/getting_started/examples","user/getting_started/index","user/getting_started/more_examples","user/index","user/sdk/index","user/tasktypes/container","user/tasktypes/dynamic","user/tasktypes/hive","user/tasktypes/index","user/tasktypes/presto","user/tasktypes/pytorch","user/tasktypes/sidecar","user/tasktypes/spark"],envversion:{"sphinx.domains.c":1,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":1,"sphinx.domains.javascript":1,"sphinx.domains.math":2,"sphinx.domains.python":1,"sphinx.domains.rst":1,"sphinx.domains.std":1,"sphinx.ext.intersphinx":1,"sphinx.ext.todo":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["administrator/architecture.rst","administrator/index.rst","administrator/install/authentication.rst","administrator/install/configure/admin.rst","administrator/install/configure/common.rst","administrator/install/configure/index.rst","administrator/install/configure/plugins.rst","administrator/install/configure/propeller.rst","administrator/install/getting_started.rst","administrator/install/index.rst","administrator/install/managing_customizable_resources.rst","administrator/install/multi_cluster.rst","administrator/install/optional_components.rst","administrator/install/production.rst","contributor/components/admin.rst","contributor/components/admin_service.rst","contributor/components/catalog.rst","contributor/components/console.rst","contributor/components/index.rst","contributor/docs/index.rst","contributor/extending/index.rst","contributor/index.rst","contributor/language/index.rst","flyteidl/admin/common.proto.rst","flyteidl/admin/event.proto.rst","flyteidl/admin/execution.proto.rst","flyteidl/admin/index.rst","flyteidl/admin/launch_plan.proto.rst","flyteidl/admin/matchable_resource.proto.rst","flyteidl/admin/node_execution.proto.rst","flyteidl/admin/notification.proto.rst","flyteidl/admin/project.proto.rst","flyteidl/admin/project_domain_attributes.proto.rst","flyteidl/admin/schedule.proto.rst","flyteidl/admin/task.proto.rst","flyteidl/admin/task_execution.proto.rst","flyteidl/admin/workflow.proto.rst","flyteidl/admin/workflow_attributes.proto.rst","flyteidl/core/compiler.proto.rst","flyteidl/core/condition.proto.rst","flyteidl/core/dynamic_job.proto.rst","flyteidl/core/errors.proto.rst","flyteidl/core/execution.proto.rst","flyteidl/core/identifier.proto.rst","flyteidl/core/index.rst","flyteidl/core/interface.proto.rst","flyteidl/core/literals.proto.rst","flyteidl/core/tasks.proto.rst","flyteidl/core/types.proto.rst","flyteidl/core/workflow.proto.rst","flyteidl/core/workflow_closure.proto.rst","flyteidl/event/event.proto.rst","flyteidl/event/index.rst","flyteidl/index.rst","flyteidl/plugins/array_job.proto.rst","flyteidl/plugins/index.rst","flyteidl/plugins/presto.proto.rst","flyteidl/plugins/pytorch.proto.rst","flyteidl/plugins/qubole.proto.rst","flyteidl/plugins/sidecar.proto.rst","flyteidl/plugins/spark.proto.rst","flyteidl/plugins/waitable.proto.rst","flyteidl/service/admin.proto.rst","flyteidl/service/index.rst","flytekit/flytekit.rst","flytekit/flytekit.bin.rst","flytekit/flytekit.clients.rst","flytekit/flytekit.clis.rst","flytekit/flytekit.clis.auth.rst","flytekit/flytekit.clis.flyte_cli.rst","flytekit/flytekit.clis.sdk_in_container.rst","flytekit/flytekit.common.rst","flytekit/flytekit.common.core.rst","flytekit/flytekit.common.exceptions.rst","flytekit/flytekit.common.mixins.rst","flytekit/flytekit.common.tasks.rst","flytekit/flytekit.common.types.rst","flytekit/flytekit.common.types.impl.rst","flytekit/flytekit.configuration.rst","flytekit/flytekit.contrib.rst","flytekit/flytekit.contrib.sensors.rst","flytekit/flytekit.engines.rst","flytekit/flytekit.engines.flyte.rst","flytekit/flytekit.engines.unit.rst","flytekit/flytekit.interfaces.rst","flytekit/flytekit.interfaces.data.rst","flytekit/flytekit.interfaces.data.gcs.rst","flytekit/flytekit.interfaces.data.http.rst","flytekit/flytekit.interfaces.data.local.rst","flytekit/flytekit.interfaces.data.s3.rst","flytekit/flytekit.interfaces.stats.rst","flytekit/flytekit.models.rst","flytekit/flytekit.models.admin.rst","flytekit/flytekit.models.core.rst","flytekit/flytekit.plugins.rst","flytekit/flytekit.sdk.rst","flytekit/flytekit.tools.rst","flytekit/flytekit.type_engines.rst","flytekit/flytekit.type_engines.default.rst","flytekit/index.rst","index.rst","introduction/docs_overview.rst","introduction/index.rst","introduction/roadmap.rst","introduction/whatis.rst","user/concepts/domains.rst","user/concepts/dynamic_spec.rst","user/concepts/execution_timeline.rst","user/concepts/executions.rst","user/concepts/index.rst","user/concepts/launchplans_schedules.rst","user/concepts/projects.rst","user/concepts/registration.rst","user/concepts/tasks.rst","user/concepts/workflows_nodes.rst","user/features/flytecli.rst","user/features/index.rst","user/features/labels_annotations.rst","user/features/lanuchplans.rst","user/features/notifications.rst","user/features/observability.rst","user/features/on_failure_policy.rst","user/features/roles.rst","user/features/single_task_execution.rst","user/features/task_cache.rst","user/getting_started/create_first.rst","user/getting_started/examples.rst","user/getting_started/index.rst","user/getting_started/more_examples.rst","user/index.rst","user/sdk/index.rst","user/tasktypes/container.rst","user/tasktypes/dynamic.rst","user/tasktypes/hive.rst","user/tasktypes/index.rst","user/tasktypes/presto.rst","user/tasktypes/pytorch.rst","user/tasktypes/sidecar.rst","user/tasktypes/spark.rst"],objects:{"":{flytekit:[64,0,0,"-"]},"flytekit.bin":{entrypoint:[65,0,0,"-"]},"flytekit.clients":{friendly:[66,0,0,"-"],helpers:[66,0,0,"-"],raw:[66,0,0,"-"]},"flytekit.clients.friendly":{SynchronousFlyteClient:[66,1,1,""]},"flytekit.clients.friendly.SynchronousFlyteClient":{create_execution:[66,2,1,""],create_launch_plan:[66,2,1,""],create_task:[66,2,1,""],create_workflow:[66,2,1,""],get_active_launch_plan:[66,2,1,""],get_execution:[66,2,1,""],get_execution_data:[66,2,1,""],get_launch_plan:[66,2,1,""],get_node_execution:[66,2,1,""],get_node_execution_data:[66,2,1,""],get_task:[66,2,1,""],get_task_execution:[66,2,1,""],get_task_execution_data:[66,2,1,""],get_workflow:[66,2,1,""],list_active_launch_plans_paginated:[66,2,1,""],list_executions_paginated:[66,2,1,""],list_launch_plan_ids_paginated:[66,2,1,""],list_launch_plans_paginated:[66,2,1,""],list_node_executions:[66,2,1,""],list_node_executions_for_task_paginated:[66,2,1,""],list_task_executions_paginated:[66,2,1,""],list_task_ids_paginated:[66,2,1,""],list_tasks_paginated:[66,2,1,""],list_workflow_ids_paginated:[66,2,1,""],list_workflows_paginated:[66,2,1,""],raw:[66,2,1,""],register_project:[66,2,1,""],relaunch_execution:[66,2,1,""],terminate_execution:[66,2,1,""],update_launch_plan:[66,2,1,""],update_named_entity:[66,2,1,""],update_project_domain_attributes:[66,2,1,""],update_workflow_attributes:[66,2,1,""]},"flytekit.clients.helpers":{iterate_node_executions:[66,3,1,""],iterate_task_executions:[66,3,1,""]},"flytekit.clients.raw":{RawSynchronousFlyteClient:[66,1,1,""]},"flytekit.clients.raw.RawSynchronousFlyteClient":{create_execution:[66,2,1,""],create_launch_plan:[66,2,1,""],create_task:[66,2,1,""],create_workflow:[66,2,1,""],force_auth_flow:[66,2,1,""],get_active_launch_plan:[66,2,1,""],get_execution:[66,2,1,""],get_execution_data:[66,2,1,""],get_launch_plan:[66,2,1,""],get_node_execution:[66,2,1,""],get_node_execution_data:[66,2,1,""],get_task:[66,2,1,""],get_task_execution:[66,2,1,""],get_task_execution_data:[66,2,1,""],get_workflow:[66,2,1,""],list_active_launch_plans_paginated:[66,2,1,""],list_executions_paginated:[66,2,1,""],list_launch_plan_ids_paginated:[66,2,1,""],list_launch_plans_paginated:[66,2,1,""],list_node_executions_for_task_paginated:[66,2,1,""],list_node_executions_paginated:[66,2,1,""],list_projects:[66,2,1,""],list_task_executions_paginated:[66,2,1,""],list_task_ids_paginated:[66,2,1,""],list_tasks_paginated:[66,2,1,""],list_workflow_ids_paginated:[66,2,1,""],list_workflows_paginated:[66,2,1,""],register_project:[66,2,1,""],relaunch_execution:[66,2,1,""],set_access_token:[66,2,1,""],terminate_execution:[66,2,1,""],update_launch_plan:[66,2,1,""],update_named_entity:[66,2,1,""],update_project_domain_attributes:[66,2,1,""],update_workflow_attributes:[66,2,1,""]},"flytekit.clis":{auth:[68,0,0,"-"],flyte_cli:[69,0,0,"-"],helpers:[67,0,0,"-"],sdk_in_container:[70,0,0,"-"]},"flytekit.clis.auth":{auth:[68,0,0,"-"],credentials:[68,0,0,"-"],discovery:[68,0,0,"-"]},"flytekit.clis.auth.auth":{AuthorizationClient:[68,1,1,""],AuthorizationCode:[68,1,1,""],Credentials:[68,1,1,""],OAuthCallbackHandler:[68,1,1,""],OAuthHTTPServer:[68,1,1,""]},"flytekit.clis.auth.auth.AuthorizationClient":{credentials:[68,2,1,""],expired:[68,2,1,""],refresh_access_token:[68,2,1,""],request_access_token:[68,2,1,""]},"flytekit.clis.auth.auth.AuthorizationCode":{code:[68,2,1,""],state:[68,2,1,""]},"flytekit.clis.auth.auth.Credentials":{access_token:[68,2,1,""]},"flytekit.clis.auth.auth.OAuthCallbackHandler":{do_GET:[68,2,1,""],handle_login:[68,2,1,""]},"flytekit.clis.auth.auth.OAuthHTTPServer":{handle_authorization_code:[68,2,1,""],redirect_path:[68,2,1,""]},"flytekit.clis.auth.credentials":{get_authorization_endpoints:[68,3,1,""],get_client:[68,3,1,""]},"flytekit.clis.auth.discovery":{AuthorizationEndpoints:[68,1,1,""],DiscoveryClient:[68,1,1,""]},"flytekit.clis.auth.discovery.AuthorizationEndpoints":{auth_endpoint:[68,2,1,""],token_endpoint:[68,2,1,""]},"flytekit.clis.auth.discovery.DiscoveryClient":{authorization_endpoints:[68,2,1,""],get_authorization_endpoints:[68,2,1,""]},"flytekit.clis.flyte_cli":{main:[69,0,0,"-"]},"flytekit.clis.helpers":{construct_literal_map_from_parameter_map:[67,3,1,""],construct_literal_map_from_variable_map:[67,3,1,""],parse_args_into_dict:[67,3,1,""],str2bool:[67,3,1,""]},"flytekit.clis.sdk_in_container":{basic_auth:[70,0,0,"-"],constants:[70,0,0,"-"],launch_plan:[70,0,0,"-"],pyflyte:[70,0,0,"-"],register:[70,0,0,"-"],serialize:[70,0,0,"-"]},"flytekit.clis.sdk_in_container.basic_auth":{get_basic_authorization_header:[70,3,1,""],get_secret:[70,3,1,""],get_token:[70,3,1,""]},"flytekit.clis.sdk_in_container.launch_plan":{LaunchPlanAbstractGroup:[70,1,1,""],LaunchPlanExecuteGroup:[70,1,1,""],activate_all_impl:[70,3,1,""]},"flytekit.clis.sdk_in_container.launch_plan.LaunchPlanAbstractGroup":{get_command:[70,2,1,""],list_commands:[70,2,1,""]},"flytekit.clis.sdk_in_container.pyflyte":{update_configuration_file:[70,3,1,""]},"flytekit.clis.sdk_in_container.register":{register_all:[70,3,1,""],register_tasks_only:[70,3,1,""]},"flytekit.clis.sdk_in_container.serialize":{serialize_all:[70,3,1,""],serialize_tasks_only:[70,3,1,""]},"flytekit.common":{"interface":[71,0,0,"-"],component_nodes:[71,0,0,"-"],constants:[71,0,0,"-"],core:[72,0,0,"-"],exceptions:[73,0,0,"-"],launch_plan:[71,0,0,"-"],mixins:[74,0,0,"-"],nodes:[71,0,0,"-"],notifications:[71,0,0,"-"],promise:[71,0,0,"-"],schedules:[71,0,0,"-"],sdk_bases:[71,0,0,"-"],tasks:[75,0,0,"-"],types:[76,0,0,"-"],utils:[71,0,0,"-"],workflow:[71,0,0,"-"],workflow_execution:[71,0,0,"-"]},"flytekit.common.component_nodes":{SdkTaskNode:[71,1,1,""],SdkWorkflowNode:[71,1,1,""]},"flytekit.common.component_nodes.SdkTaskNode":{promote_from_model:[71,2,1,""],reference_id:[71,2,1,""],sdk_task:[71,2,1,""]},"flytekit.common.component_nodes.SdkWorkflowNode":{launchplan_ref:[71,2,1,""],promote_from_model:[71,2,1,""],sdk_launch_plan:[71,2,1,""],sdk_workflow:[71,2,1,""],sub_workflow_ref:[71,2,1,""]},"flytekit.common.constants":{CloudProvider:[71,1,1,""],SdkTaskType:[71,1,1,""]},"flytekit.common.constants.CloudProvider":{AWS:[71,4,1,""],GCP:[71,4,1,""]},"flytekit.common.constants.SdkTaskType":{BATCH_HIVE_TASK:[71,4,1,""],CONTAINER_ARRAY_TASK:[71,4,1,""],DYNAMIC_TASK:[71,4,1,""],HIVE_JOB:[71,4,1,""],PRESTO_TASK:[71,4,1,""],PYTHON_TASK:[71,4,1,""],PYTORCH_TASK:[71,4,1,""],RAW_CONTAINER_TASK:[71,4,1,""],SENSOR_TASK:[71,4,1,""],SIDECAR_TASK:[71,4,1,""],SPARK_TASK:[71,4,1,""]},"flytekit.common.core":{identifier:[72,0,0,"-"]},"flytekit.common.core.identifier":{Identifier:[72,1,1,""],TaskExecutionIdentifier:[72,1,1,""],WorkflowExecutionIdentifier:[72,1,1,""]},"flytekit.common.core.identifier.Identifier":{from_python_std:[72,2,1,""],promote_from_model:[72,2,1,""]},"flytekit.common.core.identifier.TaskExecutionIdentifier":{from_python_std:[72,2,1,""],promote_from_model:[72,2,1,""]},"flytekit.common.core.identifier.WorkflowExecutionIdentifier":{from_python_std:[72,2,1,""],promote_from_model:[72,2,1,""]},"flytekit.common.exceptions":{base:[73,0,0,"-"],scopes:[73,0,0,"-"],system:[73,0,0,"-"],user:[73,0,0,"-"]},"flytekit.common.exceptions.base":{FlyteException:[73,5,1,""],FlyteRecoverableException:[73,5,1,""]},"flytekit.common.exceptions.scopes":{FlyteScopedException:[73,5,1,""],FlyteScopedSystemException:[73,5,1,""],FlyteScopedUserException:[73,5,1,""],system_entry_point:[73,3,1,""],user_entry_point:[73,3,1,""]},"flytekit.common.exceptions.scopes.FlyteScopedException":{error_code:[73,2,1,""],kind:[73,2,1,""],traceback:[73,2,1,""],type:[73,2,1,""],value:[73,2,1,""],verbose_message:[73,2,1,""]},"flytekit.common.exceptions.scopes.FlyteScopedSystemException":{verbose_message:[73,2,1,""]},"flytekit.common.exceptions.scopes.FlyteScopedUserException":{verbose_message:[73,2,1,""]},"flytekit.common.exceptions.system":{FlyteEntrypointNotLoadable:[73,5,1,""],FlyteNotImplementedException:[73,5,1,""],FlyteSystemAssertion:[73,5,1,""],FlyteSystemException:[73,5,1,""]},"flytekit.common.exceptions.user":{FlyteAssertion:[73,5,1,""],FlyteAuthenticationException:[73,5,1,""],FlyteEntityAlreadyExistsException:[73,5,1,""],FlyteEntityNotExistException:[73,5,1,""],FlyteRecoverableException:[73,5,1,""],FlyteTimeout:[73,5,1,""],FlyteTypeException:[73,5,1,""],FlyteUserException:[73,5,1,""],FlyteValidationException:[73,5,1,""],FlyteValueException:[73,5,1,""]},"flytekit.common.interface":{BindingData:[71,1,1,""],TypedInterface:[71,1,1,""]},"flytekit.common.interface.BindingData":{from_python_std:[71,2,1,""],promote_from_model:[71,2,1,""]},"flytekit.common.interface.TypedInterface":{create_bindings_for_inputs:[71,2,1,""],promote_from_model:[71,2,1,""]},"flytekit.common.launch_plan":{SdkLaunchPlan:[71,1,1,""],SdkRunnableLaunchPlan:[71,1,1,""]},"flytekit.common.launch_plan.SdkLaunchPlan":{"interface":[71,2,1,""],auth_role:[71,2,1,""],entity_type_text:[71,2,1,""],execute_with_literals:[71,2,1,""],fetch:[71,2,1,""],id:[71,2,1,""],is_scheduled:[71,2,1,""],launch_with_literals:[71,2,1,""],promote_from_model:[71,2,1,""],resource_type:[71,2,1,""],update:[71,2,1,""],validate:[71,2,1,""]},"flytekit.common.launch_plan.SdkRunnableLaunchPlan":{"interface":[71,2,1,""],fetch:[71,2,1,""],from_flyte_idl:[71,2,1,""],promote_from_model:[71,2,1,""],register:[71,2,1,""],serialize:[71,2,1,""],upstream_entities:[71,2,1,""],workflow_id:[71,2,1,""]},"flytekit.common.mixins":{artifact:[74,0,0,"-"],hash:[74,0,0,"-"],launchable:[74,0,0,"-"],registerable:[74,0,0,"-"]},"flytekit.common.mixins.artifact":{ExecutionArtifact:[74,1,1,""]},"flytekit.common.mixins.artifact.ExecutionArtifact":{error:[74,2,1,""],inputs:[74,2,1,""],is_complete:[74,2,1,""],outputs:[74,2,1,""],sync:[74,2,1,""],wait_for_completion:[74,2,1,""]},"flytekit.common.mixins.hash":{HashOnReferenceMixin:[74,1,1,""]},"flytekit.common.mixins.launchable":{LaunchableEntity:[74,1,1,""]},"flytekit.common.mixins.launchable.LaunchableEntity":{execute:[74,2,1,""],execute_with_literals:[74,2,1,""],launch:[74,2,1,""],launch_with_literals:[74,2,1,""]},"flytekit.common.mixins.registerable":{RegisterableEntity:[74,1,1,""]},"flytekit.common.mixins.registerable.RegisterableEntity":{auto_assign_name:[74,2,1,""],entity_type_text:[74,2,1,""],has_valid_name:[74,2,1,""],instantiated_in:[74,2,1,""],platform_valid_name:[74,2,1,""],register:[74,2,1,""],resource_type:[74,2,1,""],serialize:[74,2,1,""],upstream_entities:[74,2,1,""]},"flytekit.common.nodes":{OutputParameterMapper:[71,1,1,""],ParameterMapper:[71,1,1,""],SdkNode:[71,1,1,""],SdkNodeExecution:[71,1,1,""]},"flytekit.common.nodes.SdkNode":{assign_id_and_return:[71,2,1,""],executable_sdk_object:[71,2,1,""],outputs:[71,2,1,""],promote_from_model:[71,2,1,""],upstream_node_ids:[71,2,1,""],upstream_nodes:[71,2,1,""],with_overrides:[71,2,1,""]},"flytekit.common.nodes.SdkNodeExecution":{error:[71,2,1,""],executions:[71,2,1,""],inputs:[71,2,1,""],is_complete:[71,2,1,""],outputs:[71,2,1,""],promote_from_model:[71,2,1,""],sync:[71,2,1,""],task_executions:[71,2,1,""],workflow_executions:[71,2,1,""]},"flytekit.common.notifications":{Email:[71,1,1,""],Notification:[71,1,1,""],PagerDuty:[71,1,1,""],Slack:[71,1,1,""]},"flytekit.common.notifications.Email":{promote_from_model:[71,2,1,""]},"flytekit.common.notifications.Notification":{VALID_PHASES:[71,4,1,""],from_flyte_idl:[71,2,1,""]},"flytekit.common.notifications.PagerDuty":{promote_from_model:[71,2,1,""]},"flytekit.common.notifications.Slack":{promote_from_model:[71,2,1,""]},"flytekit.common.promise":{Input:[71,1,1,""],NodeOutput:[71,1,1,""]},"flytekit.common.promise.Input":{help:[71,2,1,""],name:[71,2,1,""],promise:[71,2,1,""],promote_from_model:[71,2,1,""],rename_and_return_reference:[71,2,1,""],sdk_default:[71,2,1,""],sdk_required:[71,2,1,""],sdk_type:[71,2,1,""]},"flytekit.common.promise.NodeOutput":{node_id:[71,2,1,""],promote_from_model:[71,2,1,""],sdk_node:[71,2,1,""],sdk_type:[71,2,1,""]},"flytekit.common.schedules":{CronSchedule:[71,1,1,""],FixedRate:[71,1,1,""]},"flytekit.common.schedules.CronSchedule":{promote_from_model:[71,2,1,""]},"flytekit.common.schedules.FixedRate":{promote_from_model:[71,2,1,""]},"flytekit.common.sdk_bases":{ExtendedSdkType:[71,1,1,""]},"flytekit.common.sdk_bases.ExtendedSdkType":{from_flyte_idl:[71,2,1,""],promote_from_model:[71,2,1,""]},"flytekit.common.tasks":{executions:[75,0,0,"-"],generic_spark_task:[75,0,0,"-"],hive_task:[75,0,0,"-"],output:[75,0,0,"-"],presto_task:[75,0,0,"-"],pytorch_task:[75,0,0,"-"],raw_container:[75,0,0,"-"],sdk_dynamic:[75,0,0,"-"],sdk_runnable:[75,0,0,"-"],sidecar_task:[75,0,0,"-"],spark_task:[75,0,0,"-"],task:[75,0,0,"-"]},"flytekit.common.tasks.executions":{SdkTaskExecution:[75,1,1,""]},"flytekit.common.tasks.executions.SdkTaskExecution":{error:[75,2,1,""],get_child_executions:[75,2,1,""],inputs:[75,2,1,""],is_complete:[75,2,1,""],outputs:[75,2,1,""],promote_from_model:[75,2,1,""],sync:[75,2,1,""]},"flytekit.common.tasks.generic_spark_task":{SdkGenericSparkTask:[75,1,1,""]},"flytekit.common.tasks.generic_spark_task.SdkGenericSparkTask":{add_inputs:[75,2,1,""]},"flytekit.common.tasks.hive_task":{SdkHiveJob:[75,1,1,""],SdkHiveTask:[75,1,1,""]},"flytekit.common.tasks.hive_task.SdkHiveTask":{execute:[75,2,1,""]},"flytekit.common.tasks.output":{OutputReference:[75,1,1,""]},"flytekit.common.tasks.output.OutputReference":{sdk_type:[75,2,1,""],sdk_value:[75,2,1,""],set:[75,2,1,""],value:[75,2,1,""]},"flytekit.common.tasks.presto_task":{SdkPrestoTask:[75,1,1,""]},"flytekit.common.tasks.presto_task.SdkPrestoTask":{add_inputs:[75,2,1,""],catalog:[75,2,1,""],routing_group:[75,2,1,""],schema:[75,2,1,""]},"flytekit.common.tasks.pytorch_task":{SdkPyTorchTask:[75,1,1,""],SdkRunnablePytorchContainer:[75,1,1,""]},"flytekit.common.tasks.pytorch_task.SdkRunnablePytorchContainer":{args:[75,2,1,""]},"flytekit.common.tasks.raw_container":{SdkRawContainerTask:[75,1,1,""],types_to_variable:[75,3,1,""]},"flytekit.common.tasks.raw_container.SdkRawContainerTask":{METADATA_FORMAT_JSON:[75,4,1,""],METADATA_FORMAT_PROTO:[75,4,1,""],METADATA_FORMAT_YAML:[75,4,1,""],add_inputs:[75,2,1,""],add_outputs:[75,2,1,""]},"flytekit.common.tasks.sdk_dynamic":{PromiseOutputReference:[75,1,1,""],SdkDynamicTask:[75,1,1,""]},"flytekit.common.tasks.sdk_dynamic.PromiseOutputReference":{raw_value:[75,2,1,""],set:[75,2,1,""]},"flytekit.common.tasks.sdk_dynamic.SdkDynamicTask":{execute:[75,2,1,""]},"flytekit.common.tasks.sdk_runnable":{ExecutionParameters:[75,1,1,""],SdkRunnableContainer:[75,1,1,""],SdkRunnableTask:[75,1,1,""]},"flytekit.common.tasks.sdk_runnable.ExecutionParameters":{execution_date:[75,2,1,""],execution_id:[75,2,1,""],logging:[75,2,1,""],stats:[75,2,1,""],working_directory:[75,2,1,""]},"flytekit.common.tasks.sdk_runnable.SdkRunnableContainer":{args:[75,2,1,""],env:[75,2,1,""],image:[75,2,1,""]},"flytekit.common.tasks.sdk_runnable.SdkRunnableTask":{add_inputs:[75,2,1,""],execute:[75,2,1,""],local_execute:[75,2,1,""],promote_from_model:[75,2,1,""],task_function:[75,2,1,""],task_function_name:[75,2,1,""],task_module:[75,2,1,""],unit_test:[75,2,1,""],validate:[75,2,1,""]},"flytekit.common.tasks.sidecar_task":{SdkSidecarTask:[75,1,1,""]},"flytekit.common.tasks.sidecar_task.SdkSidecarTask":{reconcile_partial_pod_spec_and_task:[75,2,1,""]},"flytekit.common.tasks.spark_task":{GlobalSparkContext:[75,1,1,""],SdkRunnableSparkContainer:[75,1,1,""],SdkSparkTask:[75,1,1,""]},"flytekit.common.tasks.spark_task.GlobalSparkContext":{get_spark_context:[75,2,1,""]},"flytekit.common.tasks.spark_task.SdkRunnableSparkContainer":{args:[75,2,1,""]},"flytekit.common.tasks.spark_task.SdkSparkTask":{execute:[75,2,1,""]},"flytekit.common.tasks.task":{SdkTask:[75,1,1,""]},"flytekit.common.tasks.task.SdkTask":{"interface":[75,2,1,""],add_inputs:[75,2,1,""],add_outputs:[75,2,1,""],assign_custom_and_return:[75,2,1,""],assign_type_and_return:[75,2,1,""],entity_type_text:[75,2,1,""],fetch:[75,2,1,""],fetch_latest:[75,2,1,""],launch_with_literals:[75,2,1,""],promote_from_model:[75,2,1,""],register:[75,2,1,""],register_and_launch:[75,2,1,""],resource_type:[75,2,1,""],serialize:[75,2,1,""],upstream_entities:[75,2,1,""],validate:[75,2,1,""]},"flytekit.common.types":{base_sdk_types:[76,0,0,"-"],blobs:[76,0,0,"-"],containers:[76,0,0,"-"],helpers:[76,0,0,"-"],impl:[77,0,0,"-"],primitives:[76,0,0,"-"],proto:[76,0,0,"-"],schema:[76,0,0,"-"]},"flytekit.common.types.base_sdk_types":{FlyteSdkType:[76,1,1,""],FlyteSdkValue:[76,1,1,""],InstantiableType:[76,1,1,""],Void:[76,1,1,""]},"flytekit.common.types.base_sdk_types.FlyteSdkType":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],to_flyte_literal_type:[76,2,1,""]},"flytekit.common.types.base_sdk_types.FlyteSdkValue":{from_flyte_idl:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.base_sdk_types.Void":{from_python_std:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.blobs":{Blob:[76,1,1,""],BlobInstantiator:[76,1,1,""],CSV:[76,1,1,""],CsvInstantiator:[76,1,1,""],MultiPartBlob:[76,1,1,""],MultiPartBlobInstantiator:[76,1,1,""],MultiPartCSV:[76,1,1,""],MultiPartCsvInstantiator:[76,1,1,""]},"flytekit.common.types.blobs.Blob":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.blobs.BlobInstantiator":{create_at_known_location:[76,2,1,""],fetch:[76,2,1,""]},"flytekit.common.types.blobs.CSV":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""]},"flytekit.common.types.blobs.CsvInstantiator":{create_at_known_location:[76,2,1,""],fetch:[76,2,1,""]},"flytekit.common.types.blobs.MultiPartBlob":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.blobs.MultiPartBlobInstantiator":{create_at_known_location:[76,2,1,""],fetch:[76,2,1,""]},"flytekit.common.types.blobs.MultiPartCSV":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""]},"flytekit.common.types.blobs.MultiPartCsvInstantiator":{create_at_known_location:[76,2,1,""],fetch:[76,2,1,""]},"flytekit.common.types.containers":{CollectionType:[76,1,1,""],List:[76,3,1,""],ListImpl:[76,1,1,""],TypedCollectionType:[76,1,1,""],TypedListImpl:[76,1,1,""]},"flytekit.common.types.containers.TypedCollectionType":{sub_type:[76,2,1,""]},"flytekit.common.types.containers.TypedListImpl":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""],verbose_string:[76,2,1,""]},"flytekit.common.types.helpers":{get_sdk_type_from_literal_type:[76,3,1,""],get_sdk_value_from_literal:[76,3,1,""],infer_sdk_type_from_literal:[76,3,1,""],pack_python_std_map_to_literal_map:[76,3,1,""],python_std_to_sdk_type:[76,3,1,""],unpack_literal_map_to_sdk_object:[76,3,1,""],unpack_literal_map_to_sdk_python_std:[76,3,1,""]},"flytekit.common.types.impl":{blobs:[77,0,0,"-"],schema:[77,0,0,"-"]},"flytekit.common.types.impl.blobs":{Blob:[77,1,1,""],MultiPartBlob:[77,1,1,""]},"flytekit.common.types.impl.blobs.Blob":{create_at_any_location:[77,2,1,""],create_at_known_location:[77,2,1,""],download:[77,2,1,""],fetch:[77,2,1,""],from_python_std:[77,2,1,""],from_string:[77,2,1,""],local_path:[77,2,1,""],mode:[77,2,1,""],promote_from_model:[77,2,1,""],remote_location:[77,2,1,""],upload:[77,2,1,""]},"flytekit.common.types.impl.blobs.MultiPartBlob":{create_at_any_location:[77,2,1,""],create_at_known_location:[77,2,1,""],create_part:[77,2,1,""],download:[77,2,1,""],fetch:[77,2,1,""],from_python_std:[77,2,1,""],from_string:[77,2,1,""],local_path:[77,2,1,""],mode:[77,2,1,""],promote_from_model:[77,2,1,""],remote_location:[77,2,1,""],upload:[77,2,1,""]},"flytekit.common.types.impl.schema":{Schema:[77,1,1,""],SchemaType:[77,1,1,""],get_supported_literal_types_to_pandas_types:[77,3,1,""]},"flytekit.common.types.impl.schema.Schema":{cast_to:[77,2,1,""],compare_dataframe_to_schema:[77,2,1,""],create_at_any_location:[77,2,1,""],create_at_known_location:[77,2,1,""],create_from_hive_query:[77,2,1,""],download:[77,2,1,""],fetch:[77,2,1,""],from_python_std:[77,2,1,""],from_string:[77,2,1,""],get_write_partition_to_hive_table_query:[77,2,1,""],local_path:[77,2,1,""],mode:[77,2,1,""],multipart_blob:[77,2,1,""],promote_from_model:[77,2,1,""],remote_location:[77,2,1,""],remote_prefix:[77,2,1,""],type:[77,2,1,""],upload:[77,2,1,""],uri:[77,2,1,""]},"flytekit.common.types.impl.schema.SchemaType":{columns:[77,2,1,""],promote_from_model:[77,2,1,""],sdk_columns:[77,2,1,""]},"flytekit.common.types.primitives":{Boolean:[76,1,1,""],Datetime:[76,1,1,""],Float:[76,1,1,""],Generic:[76,1,1,""],Integer:[76,1,1,""],String:[76,1,1,""],Timedelta:[76,1,1,""]},"flytekit.common.types.primitives.Boolean":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.Datetime":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.Float":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.Generic":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],long_string:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.Integer":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.primitives.String":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""],verbose_string:[76,2,1,""]},"flytekit.common.types.primitives.Timedelta":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.proto":{Protobuf:[76,1,1,""],ProtobufType:[76,1,1,""],create_protobuf:[76,3,1,""]},"flytekit.common.types.proto.Protobuf":{PB_FIELD_KEY:[76,4,1,""],TAG_PREFIX:[76,4,1,""],from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.proto.ProtobufType":{descriptor:[76,2,1,""],pb_type:[76,2,1,""],tag:[76,2,1,""]},"flytekit.common.types.schema":{Schema:[76,1,1,""],SchemaInstantiator:[76,1,1,""],schema_instantiator:[76,3,1,""],schema_instantiator_from_proto:[76,3,1,""]},"flytekit.common.types.schema.Schema":{from_python_std:[76,2,1,""],from_string:[76,2,1,""],is_castable_from:[76,2,1,""],promote_from_model:[76,2,1,""],short_class_string:[76,2,1,""],short_string:[76,2,1,""],to_flyte_literal_type:[76,2,1,""],to_python_std:[76,2,1,""]},"flytekit.common.types.schema.SchemaInstantiator":{columns:[76,2,1,""],create:[76,2,1,""],create_at_known_location:[76,2,1,""],create_from_hive_query:[76,2,1,""],fetch:[76,2,1,""],schema_type:[76,2,1,""]},"flytekit.common.utils":{AutoDeletingTempDir:[71,1,1,""],Directory:[71,1,1,""],ExitStack:[71,1,1,""],PerformanceTimer:[71,1,1,""],fqdn:[71,3,1,""],fqdn_safe:[71,3,1,""],get_version_message:[71,3,1,""],load_proto_from_file:[71,3,1,""],write_proto_to_file:[71,3,1,""]},"flytekit.common.utils.AutoDeletingTempDir":{force_cleanup:[71,2,1,""],get_named_tempfile:[71,2,1,""]},"flytekit.common.utils.Directory":{list_dir:[71,2,1,""],name:[71,2,1,""]},"flytekit.common.utils.ExitStack":{enter_context:[71,2,1,""],pop_all:[71,2,1,""]},"flytekit.common.workflow":{Output:[71,1,1,""],SdkWorkflow:[71,1,1,""],build_sdk_workflow_from_metaclass:[71,3,1,""]},"flytekit.common.workflow.Output":{"var":[71,2,1,""],binding_data:[71,2,1,""],name:[71,2,1,""],rename_and_return_reference:[71,2,1,""]},"flytekit.common.workflow.SdkWorkflow":{"interface":[71,2,1,""],create_launch_plan:[71,2,1,""],entity_type_text:[71,2,1,""],fetch:[71,2,1,""],get_non_system_nodes:[71,2,1,""],get_sub_workflows:[71,2,1,""],promote_from_model:[71,2,1,""],register:[71,2,1,""],resource_type:[71,2,1,""],serialize:[71,2,1,""],upstream_entities:[71,2,1,""],user_inputs:[71,2,1,""],validate:[71,2,1,""]},"flytekit.common.workflow_execution":{SdkWorkflowExecution:[71,1,1,""]},"flytekit.common.workflow_execution.SdkWorkflowExecution":{error:[71,2,1,""],fetch:[71,2,1,""],get_node_executions:[71,2,1,""],inputs:[71,2,1,""],is_complete:[71,2,1,""],node_executions:[71,2,1,""],outputs:[71,2,1,""],promote_from_model:[71,2,1,""],sync:[71,2,1,""],terminate:[71,2,1,""]},"flytekit.configuration":{TemporaryConfiguration:[78,1,1,""],auth:[78,0,0,"-"],aws:[78,0,0,"-"],common:[78,0,0,"-"],creds:[78,0,0,"-"],gcp:[78,0,0,"-"],internal:[78,0,0,"-"],platform:[78,0,0,"-"],resources:[78,0,0,"-"],sdk:[78,0,0,"-"],set_flyte_config_file:[78,3,1,""],statsd:[78,0,0,"-"]},"flytekit.configuration.auth":{ASSUMABLE_IAM_ROLE:[78,6,1,""],KUBERNETES_SERVICE_ACCOUNT:[78,6,1,""]},"flytekit.configuration.common":{FlyteBoolConfigurationEntry:[78,1,1,""],FlyteConfigurationFile:[78,1,1,""],FlyteIntegerConfigurationEntry:[78,1,1,""],FlyteRequiredBoolConfigurationEntry:[78,1,1,""],FlyteRequiredIntegerConfigurationEntry:[78,1,1,""],FlyteRequiredStringConfigurationEntry:[78,1,1,""],FlyteRequiredStringListConfigurationEntry:[78,1,1,""],FlyteStringConfigurationEntry:[78,1,1,""],FlyteStringListConfigurationEntry:[78,1,1,""],format_section_key:[78,3,1,""]},"flytekit.configuration.common.FlyteConfigurationFile":{get_bool:[78,2,1,""],get_int:[78,2,1,""],get_string:[78,2,1,""],reset_config:[78,2,1,""]},"flytekit.configuration.creds":{AUTHORIZATION_METADATA_KEY:[78,6,1,""],AUTH_MODE:[78,6,1,""],CLIENT_CREDENTIALS_SCOPE:[78,6,1,""],CLIENT_CREDENTIALS_SECRET:[78,6,1,""],CLIENT_ID:[78,6,1,""],REDIRECT_URI:[78,6,1,""]},"flytekit.configuration.internal":{look_up_version_from_image_tag:[78,3,1,""]},"flytekit.configuration.platform":{AUTH:[78,6,1,""],HTTP_URL:[78,6,1,""]},"flytekit.configuration.resources":{DEFAULT_CPU_LIMIT:[78,6,1,""],DEFAULT_CPU_REQUEST:[78,6,1,""],DEFAULT_GPU_LIMIT:[78,6,1,""],DEFAULT_GPU_REQUEST:[78,6,1,""],DEFAULT_MEMORY_LIMIT:[78,6,1,""],DEFAULT_MEMORY_REQUEST:[78,6,1,""],DEFAULT_STORAGE_LIMIT:[78,6,1,""],DEFAULT_STORAGE_REQUEST:[78,6,1,""]},"flytekit.configuration.sdk":{EXECUTION_ENGINE:[78,6,1,""],LAUNCH_PLAN_NAME_FORMAT:[78,6,1,""],LOCAL_SANDBOX:[78,6,1,""],LOGGING_LEVEL:[78,6,1,""],NAME_FORMAT:[78,6,1,""],PARQUET_ENGINE:[78,6,1,""],ROLE:[78,6,1,""],SDK_PYTHON_VENV:[78,6,1,""],TASK_NAME_FORMAT:[78,6,1,""],TYPE_ENGINES:[78,6,1,""],WORKFLOW_NAME_FORMAT:[78,6,1,""],WORKFLOW_PACKAGES:[78,6,1,""]},"flytekit.contrib":{sensors:[80,0,0,"-"]},"flytekit.contrib.sensors":{base_sensor:[80,0,0,"-"],impl:[80,0,0,"-"],task:[80,0,0,"-"]},"flytekit.contrib.sensors.base_sensor":{Sensor:[80,1,1,""]},"flytekit.contrib.sensors.base_sensor.Sensor":{sense:[80,2,1,""],sense_with_wait_hint:[80,2,1,""]},"flytekit.contrib.sensors.impl":{HiveFilteredPartitionSensor:[80,1,1,""],HiveNamedPartitionSensor:[80,1,1,""],HiveTableSensor:[80,1,1,""]},"flytekit.contrib.sensors.task":{SensorTask:[80,1,1,""],sensor_task:[80,3,1,""]},"flytekit.engines":{common:[81,0,0,"-"],flyte:[82,0,0,"-"],loader:[81,0,0,"-"],unit:[83,0,0,"-"]},"flytekit.engines.common":{BaseExecutionEngineFactory:[81,1,1,""],BaseLaunchPlanLauncher:[81,1,1,""],BaseNodeExecution:[81,1,1,""],BaseTaskExecution:[81,1,1,""],BaseTaskExecutor:[81,1,1,""],BaseWorkflowExecution:[81,1,1,""],BaseWorkflowExecutor:[81,1,1,""],EngineContext:[81,1,1,""]},"flytekit.engines.common.BaseExecutionEngineFactory":{fetch_latest_task:[81,2,1,""],fetch_launch_plan:[81,2,1,""],fetch_task:[81,2,1,""],fetch_workflow:[81,2,1,""],fetch_workflow_execution:[81,2,1,""],get_launch_plan:[81,2,1,""],get_node_execution:[81,2,1,""],get_task:[81,2,1,""],get_task_execution:[81,2,1,""],get_workflow:[81,2,1,""],get_workflow_execution:[81,2,1,""]},"flytekit.engines.common.BaseLaunchPlanLauncher":{launch:[81,2,1,""],register:[81,2,1,""],sdk_launch_plan:[81,2,1,""],update:[81,2,1,""]},"flytekit.engines.common.BaseNodeExecution":{get_inputs:[81,2,1,""],get_outputs:[81,2,1,""],get_subworkflow_executions:[81,2,1,""],get_task_executions:[81,2,1,""],sdk_node_execution:[81,2,1,""],sync:[81,2,1,""]},"flytekit.engines.common.BaseTaskExecution":{get_child_executions:[81,2,1,""],get_inputs:[81,2,1,""],get_outputs:[81,2,1,""],sdk_task_execution:[81,2,1,""],sync:[81,2,1,""]},"flytekit.engines.common.BaseTaskExecutor":{execute:[81,2,1,""],launch:[81,2,1,""],register:[81,2,1,""],sdk_task:[81,2,1,""]},"flytekit.engines.common.BaseWorkflowExecution":{get_inputs:[81,2,1,""],get_node_executions:[81,2,1,""],get_outputs:[81,2,1,""],sdk_workflow_execution:[81,2,1,""],sync:[81,2,1,""],terminate:[81,2,1,""]},"flytekit.engines.common.BaseWorkflowExecutor":{register:[81,2,1,""],sdk_workflow:[81,2,1,""]},"flytekit.engines.common.EngineContext":{execution_date:[81,2,1,""],execution_id:[81,2,1,""],logging:[81,2,1,""],stats:[81,2,1,""],working_directory:[81,2,1,""]},"flytekit.engines.flyte":{engine:[82,0,0,"-"]},"flytekit.engines.flyte.engine":{FlyteEngineFactory:[82,1,1,""],FlyteLaunchPlan:[82,1,1,""],FlyteNodeExecution:[82,1,1,""],FlyteTask:[82,1,1,""],FlyteTaskExecution:[82,1,1,""],FlyteWorkflow:[82,1,1,""],FlyteWorkflowExecution:[82,1,1,""]},"flytekit.engines.flyte.engine.FlyteEngineFactory":{fetch_latest_task:[82,2,1,""],fetch_launch_plan:[82,2,1,""],fetch_task:[82,2,1,""],fetch_workflow:[82,2,1,""],fetch_workflow_execution:[82,2,1,""],get_launch_plan:[82,2,1,""],get_node_execution:[82,2,1,""],get_task:[82,2,1,""],get_task_execution:[82,2,1,""],get_workflow:[82,2,1,""],get_workflow_execution:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteLaunchPlan":{execute:[82,2,1,""],launch:[82,2,1,""],register:[82,2,1,""],update:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteNodeExecution":{get_inputs:[82,2,1,""],get_outputs:[82,2,1,""],get_subworkflow_executions:[82,2,1,""],get_task_executions:[82,2,1,""],sync:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteTask":{execute:[82,2,1,""],launch:[82,2,1,""],register:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteTaskExecution":{get_child_executions:[82,2,1,""],get_inputs:[82,2,1,""],get_outputs:[82,2,1,""],sync:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteWorkflow":{register:[82,2,1,""]},"flytekit.engines.flyte.engine.FlyteWorkflowExecution":{get_inputs:[82,2,1,""],get_node_executions:[82,2,1,""],get_outputs:[82,2,1,""],sync:[82,2,1,""],terminate:[82,2,1,""]},"flytekit.engines.loader":{get_engine:[81,3,1,""]},"flytekit.engines.unit":{engine:[83,0,0,"-"],mock_stats:[83,0,0,"-"]},"flytekit.engines.unit.engine":{DynamicTask:[83,1,1,""],HiveTask:[83,1,1,""],ReturnOutputsTask:[83,1,1,""],UnitTestEngineFactory:[83,1,1,""],UnitTestEngineTask:[83,1,1,""]},"flytekit.engines.unit.engine.DynamicTask":{execute_array_task:[83,2,1,""],fulfil_bindings:[83,2,1,""],has_workflow_node:[83,2,1,""]},"flytekit.engines.unit.engine.UnitTestEngineFactory":{fetch_latest_task:[83,2,1,""],fetch_launch_plan:[83,2,1,""],fetch_task:[83,2,1,""],fetch_workflow:[83,2,1,""],fetch_workflow_execution:[83,2,1,""],get_launch_plan:[83,2,1,""],get_node_execution:[83,2,1,""],get_task:[83,2,1,""],get_task_execution:[83,2,1,""],get_workflow:[83,2,1,""],get_workflow_execution:[83,2,1,""]},"flytekit.engines.unit.engine.UnitTestEngineTask":{execute:[83,2,1,""],launch:[83,2,1,""],register:[83,2,1,""]},"flytekit.engines.unit.mock_stats":{MockStats:[83,1,1,""]},"flytekit.engines.unit.mock_stats.MockStats":{current_tags:[83,2,1,""],current_value:[83,2,1,""],decr:[83,2,1,""],gauge:[83,2,1,""],incr:[83,2,1,""],timer:[83,2,1,""],timing:[83,2,1,""]},"flytekit.interfaces":{data:[85,0,0,"-"],random:[84,0,0,"-"],stats:[90,0,0,"-"]},"flytekit.interfaces.data":{common:[85,0,0,"-"],data_proxy:[85,0,0,"-"],gcs:[86,0,0,"-"],http:[87,0,0,"-"],local:[88,0,0,"-"],s3:[89,0,0,"-"]},"flytekit.interfaces.data.common":{DataProxy:[85,1,1,""]},"flytekit.interfaces.data.common.DataProxy":{download:[85,2,1,""],download_directory:[85,2,1,""],exists:[85,2,1,""],get_random_directory:[85,2,1,""],get_random_path:[85,2,1,""],upload:[85,2,1,""],upload_directory:[85,2,1,""]},"flytekit.interfaces.data.data_proxy":{Data:[85,1,1,""],LocalDataContext:[85,1,1,""],LocalWorkingDirectoryContext:[85,1,1,""],RemoteDataContext:[85,1,1,""]},"flytekit.interfaces.data.data_proxy.Data":{data_exists:[85,2,1,""],get_data:[85,2,1,""],get_remote_directory:[85,2,1,""],get_remote_path:[85,2,1,""],put_data:[85,2,1,""]},"flytekit.interfaces.data.data_proxy.LocalWorkingDirectoryContext":{get:[85,2,1,""]},"flytekit.interfaces.data.gcs":{gcs_proxy:[86,0,0,"-"]},"flytekit.interfaces.data.gcs.gcs_proxy":{GCSProxy:[86,1,1,""]},"flytekit.interfaces.data.gcs.gcs_proxy.GCSProxy":{download:[86,2,1,""],download_directory:[86,2,1,""],exists:[86,2,1,""],get_random_directory:[86,2,1,""],get_random_path:[86,2,1,""],upload:[86,2,1,""],upload_directory:[86,2,1,""]},"flytekit.interfaces.data.http":{http_data_proxy:[87,0,0,"-"]},"flytekit.interfaces.data.http.http_data_proxy":{HttpFileProxy:[87,1,1,""]},"flytekit.interfaces.data.http.http_data_proxy.HttpFileProxy":{download:[87,2,1,""],download_directory:[87,2,1,""],exists:[87,2,1,""],get_random_directory:[87,2,1,""],get_random_path:[87,2,1,""],upload:[87,2,1,""],upload_directory:[87,2,1,""]},"flytekit.interfaces.data.local":{local_file_proxy:[88,0,0,"-"]},"flytekit.interfaces.data.local.local_file_proxy":{LocalFileProxy:[88,1,1,""]},"flytekit.interfaces.data.local.local_file_proxy.LocalFileProxy":{download:[88,2,1,""],download_directory:[88,2,1,""],exists:[88,2,1,""],get_random_directory:[88,2,1,""],get_random_path:[88,2,1,""],upload:[88,2,1,""],upload_directory:[88,2,1,""]},"flytekit.interfaces.data.s3":{s3proxy:[89,0,0,"-"]},"flytekit.interfaces.data.s3.s3proxy":{AwsS3Proxy:[89,1,1,""]},"flytekit.interfaces.data.s3.s3proxy.AwsS3Proxy":{download:[89,2,1,""],download_directory:[89,2,1,""],exists:[89,2,1,""],get_random_directory:[89,2,1,""],get_random_path:[89,2,1,""],upload:[89,2,1,""],upload_directory:[89,2,1,""]},"flytekit.interfaces.random":{random:[84,6,1,""],seed_flyte_random:[84,3,1,""]},"flytekit.interfaces.stats":{client:[90,0,0,"-"],taggable:[90,0,0,"-"]},"flytekit.interfaces.stats.client":{ScopeableStatsProxy:[90,1,1,""],StatsClientProxy:[90,1,1,""],get_base_stats:[90,3,1,""],get_stats:[90,3,1,""]},"flytekit.interfaces.stats.client.ScopeableStatsProxy":{EXTENDABLE_FUNC:[90,4,1,""],get_stats:[90,2,1,""],pipeline:[90,2,1,""]},"flytekit.interfaces.stats.taggable":{TaggableStats:[90,1,1,""],get_stats:[90,3,1,""]},"flytekit.interfaces.stats.taggable.TaggableStats":{EXTENDABLE_FUNC:[90,4,1,""],clear_tags:[90,2,1,""],extend_tags:[90,2,1,""],full_prefix:[90,2,1,""],get_stats:[90,2,1,""],pipeline:[90,2,1,""]},"flytekit.models":{"interface":[91,0,0,"-"],admin:[92,0,0,"-"],array_job:[91,0,0,"-"],common:[91,0,0,"-"],core:[93,0,0,"-"],dynamic_job:[91,0,0,"-"],execution:[91,0,0,"-"],filters:[91,0,0,"-"],launch_plan:[91,0,0,"-"],literals:[91,0,0,"-"],matchable_resource:[91,0,0,"-"],named_entity:[91,0,0,"-"],node_execution:[91,0,0,"-"],presto:[91,0,0,"-"],project:[91,0,0,"-"],qubole:[91,0,0,"-"],schedule:[91,0,0,"-"],task:[91,0,0,"-"],types:[91,0,0,"-"],workflow_closure:[91,0,0,"-"]},"flytekit.models.admin":{common:[92,0,0,"-"],task_execution:[92,0,0,"-"],workflow:[92,0,0,"-"]},"flytekit.models.admin.common":{Sort:[92,1,1,""]},"flytekit.models.admin.common.Sort":{Direction:[92,1,1,""],direction:[92,2,1,""],from_flyte_idl:[92,2,1,""],from_python_std:[92,2,1,""],key:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.admin.common.Sort.Direction":{ASCENDING:[92,4,1,""],DESCENDING:[92,4,1,""]},"flytekit.models.admin.task_execution":{TaskExecution:[92,1,1,""],TaskExecutionClosure:[92,1,1,""]},"flytekit.models.admin.task_execution.TaskExecution":{closure:[92,2,1,""],from_flyte_idl:[92,2,1,""],id:[92,2,1,""],input_uri:[92,2,1,""],is_parent:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.admin.task_execution.TaskExecutionClosure":{created_at:[92,2,1,""],duration:[92,2,1,""],error:[92,2,1,""],from_flyte_idl:[92,2,1,""],logs:[92,2,1,""],output_uri:[92,2,1,""],phase:[92,2,1,""],started_at:[92,2,1,""],to_flyte_idl:[92,2,1,""],updated_at:[92,2,1,""]},"flytekit.models.admin.workflow":{Workflow:[92,1,1,""],WorkflowClosure:[92,1,1,""],WorkflowSpec:[92,1,1,""]},"flytekit.models.admin.workflow.Workflow":{closure:[92,2,1,""],from_flyte_idl:[92,2,1,""],id:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.admin.workflow.WorkflowClosure":{compiled_workflow:[92,2,1,""],from_flyte_idl:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.admin.workflow.WorkflowSpec":{from_flyte_idl:[92,2,1,""],sub_workflows:[92,2,1,""],template:[92,2,1,""],to_flyte_idl:[92,2,1,""]},"flytekit.models.array_job":{ArrayJob:[91,1,1,""]},"flytekit.models.array_job.ArrayJob":{from_dict:[91,2,1,""],min_successes:[91,2,1,""],parallelism:[91,2,1,""],size:[91,2,1,""],to_dict:[91,2,1,""]},"flytekit.models.common":{Annotations:[91,1,1,""],AuthRole:[91,1,1,""],EmailNotification:[91,1,1,""],FlyteABCMeta:[91,1,1,""],FlyteCustomIdlEntity:[91,1,1,""],FlyteIdlEntity:[91,1,1,""],FlyteType:[91,1,1,""],Labels:[91,1,1,""],NamedEntityIdentifier:[91,1,1,""],Notification:[91,1,1,""],PagerDutyNotification:[91,1,1,""],SlackNotification:[91,1,1,""],UrlBlob:[91,1,1,""]},"flytekit.models.common.Annotations":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],values:[91,2,1,""]},"flytekit.models.common.AuthRole":{assumable_iam_role:[91,2,1,""],from_flyte_idl:[91,2,1,""],kubernetes_service_account:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.EmailNotification":{from_flyte_idl:[91,2,1,""],recipients_email:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.FlyteCustomIdlEntity":{from_dict:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_dict:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.FlyteIdlEntity":{is_empty:[91,2,1,""],short_string:[91,2,1,""],to_flyte_idl:[91,2,1,""],verbose_string:[91,2,1,""]},"flytekit.models.common.FlyteType":{from_flyte_idl:[91,2,1,""],short_class_string:[91,2,1,""],verbose_class_string:[91,2,1,""]},"flytekit.models.common.Labels":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],values:[91,2,1,""]},"flytekit.models.common.NamedEntityIdentifier":{domain:[91,2,1,""],from_flyte_idl:[91,2,1,""],name:[91,2,1,""],project:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.Notification":{email:[91,2,1,""],from_flyte_idl:[91,2,1,""],pager_duty:[91,2,1,""],phases:[91,2,1,""],slack:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.PagerDutyNotification":{from_flyte_idl:[91,2,1,""],recipients_email:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.SlackNotification":{from_flyte_idl:[91,2,1,""],recipients_email:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.common.UrlBlob":{bytes:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],url:[91,2,1,""]},"flytekit.models.core":{compiler:[93,0,0,"-"],condition:[93,0,0,"-"],errors:[93,0,0,"-"],execution:[93,0,0,"-"],identifier:[93,0,0,"-"],types:[93,0,0,"-"],workflow:[93,0,0,"-"]},"flytekit.models.core.compiler":{CompiledTask:[93,1,1,""],CompiledWorkflow:[93,1,1,""],CompiledWorkflowClosure:[93,1,1,""],ConnectionSet:[93,1,1,""]},"flytekit.models.core.compiler.CompiledTask":{from_flyte_idl:[93,2,1,""],template:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.compiler.CompiledWorkflow":{connections:[93,2,1,""],from_flyte_idl:[93,2,1,""],template:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.compiler.CompiledWorkflowClosure":{from_flyte_idl:[93,2,1,""],primary:[93,2,1,""],sub_workflows:[93,2,1,""],tasks:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.compiler.ConnectionSet":{IdList:[93,1,1,""],downstream:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""],upstream:[93,2,1,""]},"flytekit.models.core.compiler.ConnectionSet.IdList":{from_flyte_idl:[93,2,1,""],ids:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.condition":{BooleanExpression:[93,1,1,""],ComparisonExpression:[93,1,1,""],ConjunctionExpression:[93,1,1,""],Operand:[93,1,1,""]},"flytekit.models.core.condition.BooleanExpression":{comparison:[93,2,1,""],conjunction:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.condition.ComparisonExpression":{Operator:[93,1,1,""],from_flyte_idl:[93,2,1,""],left_value:[93,2,1,""],operator:[93,2,1,""],right_value:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.condition.ComparisonExpression.Operator":{EQ:[93,4,1,""],GT:[93,4,1,""],GTE:[93,4,1,""],LT:[93,4,1,""],LTE:[93,4,1,""],NEQ:[93,4,1,""]},"flytekit.models.core.condition.ConjunctionExpression":{LogicalOperator:[93,1,1,""],from_flyte_idl:[93,2,1,""],left_expression:[93,2,1,""],operator:[93,2,1,""],right_expression:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.condition.ConjunctionExpression.LogicalOperator":{AND:[93,4,1,""],OR:[93,4,1,""]},"flytekit.models.core.condition.Operand":{"var":[93,2,1,""],from_flyte_idl:[93,2,1,""],primitive:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.errors":{ContainerError:[93,1,1,""],ErrorDocument:[93,1,1,""]},"flytekit.models.core.errors.ContainerError":{Kind:[93,1,1,""],code:[93,2,1,""],from_flyte_idl:[93,2,1,""],kind:[93,2,1,""],message:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.errors.ContainerError.Kind":{NON_RECOVERABLE:[93,4,1,""],RECOVERABLE:[93,4,1,""]},"flytekit.models.core.errors.ErrorDocument":{error:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.execution":{ExecutionError:[93,1,1,""],NodeExecutionPhase:[93,1,1,""],TaskExecutionPhase:[93,1,1,""],TaskLog:[93,1,1,""],WorkflowExecutionPhase:[93,1,1,""]},"flytekit.models.core.execution.ExecutionError":{code:[93,2,1,""],error_uri:[93,2,1,""],from_flyte_idl:[93,2,1,""],message:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.execution.NodeExecutionPhase":{ABORTED:[93,4,1,""],FAILED:[93,4,1,""],FAILING:[93,4,1,""],QUEUED:[93,4,1,""],RUNNING:[93,4,1,""],SKIPPED:[93,4,1,""],SUCCEEDED:[93,4,1,""],TIMED_OUT:[93,4,1,""],UNDEFINED:[93,4,1,""],enum_to_string:[93,2,1,""]},"flytekit.models.core.execution.TaskExecutionPhase":{ABORTED:[93,4,1,""],FAILED:[93,4,1,""],QUEUED:[93,4,1,""],RUNNING:[93,4,1,""],SUCCEEDED:[93,4,1,""],UNDEFINED:[93,4,1,""],enum_to_string:[93,2,1,""]},"flytekit.models.core.execution.TaskLog":{MessageFormat:[93,1,1,""],from_flyte_idl:[93,2,1,""],message_format:[93,2,1,""],name:[93,2,1,""],to_flyte_idl:[93,2,1,""],ttl:[93,2,1,""],uri:[93,2,1,""]},"flytekit.models.core.execution.TaskLog.MessageFormat":{CSV:[93,4,1,""],JSON:[93,4,1,""],UNKNOWN:[93,4,1,""]},"flytekit.models.core.execution.WorkflowExecutionPhase":{ABORTED:[93,4,1,""],FAILED:[93,4,1,""],FAILING:[93,4,1,""],QUEUED:[93,4,1,""],RUNNING:[93,4,1,""],SUCCEEDED:[93,4,1,""],SUCCEEDING:[93,4,1,""],TIMED_OUT:[93,4,1,""],UNDEFINED:[93,4,1,""],enum_to_string:[93,2,1,""]},"flytekit.models.core.identifier":{Identifier:[93,1,1,""],NodeExecutionIdentifier:[93,1,1,""],ResourceType:[93,1,1,""],TaskExecutionIdentifier:[93,1,1,""],WorkflowExecutionIdentifier:[93,1,1,""]},"flytekit.models.core.identifier.Identifier":{domain:[93,2,1,""],from_flyte_idl:[93,2,1,""],name:[93,2,1,""],project:[93,2,1,""],resource_type:[93,2,1,""],to_flyte_idl:[93,2,1,""],version:[93,2,1,""]},"flytekit.models.core.identifier.NodeExecutionIdentifier":{execution_id:[93,2,1,""],from_flyte_idl:[93,2,1,""],node_id:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.identifier.ResourceType":{LAUNCH_PLAN:[93,4,1,""],TASK:[93,4,1,""],UNSPECIFIED:[93,4,1,""],WORKFLOW:[93,4,1,""]},"flytekit.models.core.identifier.TaskExecutionIdentifier":{from_flyte_idl:[93,2,1,""],node_execution_id:[93,2,1,""],retry_attempt:[93,2,1,""],task_id:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.identifier.WorkflowExecutionIdentifier":{domain:[93,2,1,""],from_flyte_idl:[93,2,1,""],name:[93,2,1,""],project:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.types":{BlobType:[93,1,1,""]},"flytekit.models.core.types.BlobType":{BlobDimensionality:[93,1,1,""],dimensionality:[93,2,1,""],format:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.types.BlobType.BlobDimensionality":{MULTIPART:[93,4,1,""],SINGLE:[93,4,1,""]},"flytekit.models.core.workflow":{Alias:[93,1,1,""],BranchNode:[93,1,1,""],IfBlock:[93,1,1,""],IfElseBlock:[93,1,1,""],Node:[93,1,1,""],NodeMetadata:[93,1,1,""],TaskNode:[93,1,1,""],WorkflowMetadata:[93,1,1,""],WorkflowMetadataDefaults:[93,1,1,""],WorkflowNode:[93,1,1,""],WorkflowTemplate:[93,1,1,""]},"flytekit.models.core.workflow.Alias":{"var":[93,2,1,""],alias:[93,2,1,""],from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.BranchNode":{from_flyte_idl:[93,2,1,""],if_else:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.IfBlock":{condition:[93,2,1,""],from_flyte_idl:[93,2,1,""],then_node:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.IfElseBlock":{"case":[93,2,1,""],else_node:[93,2,1,""],error:[93,2,1,""],from_flyte_idl:[93,2,1,""],other:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.Node":{branch_node:[93,2,1,""],from_flyte_idl:[93,2,1,""],id:[93,2,1,""],inputs:[93,2,1,""],metadata:[93,2,1,""],output_aliases:[93,2,1,""],target:[93,2,1,""],task_node:[93,2,1,""],to_flyte_idl:[93,2,1,""],upstream_node_ids:[93,2,1,""],workflow_node:[93,2,1,""]},"flytekit.models.core.workflow.NodeMetadata":{from_flyte_idl:[93,2,1,""],interruptible:[93,2,1,""],name:[93,2,1,""],retries:[93,2,1,""],timeout:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.TaskNode":{from_flyte_idl:[93,2,1,""],reference_id:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.WorkflowMetadata":{OnFailurePolicy:[93,1,1,""],from_flyte_idl:[93,2,1,""],on_failure:[93,2,1,""],queuing_budget:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.WorkflowMetadata.OnFailurePolicy":{FAIL_AFTER_EXECUTABLE_NODES_COMPLETE:[93,4,1,""],FAIL_IMMEDIATELY:[93,4,1,""]},"flytekit.models.core.workflow.WorkflowMetadataDefaults":{from_flyte_idl:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.WorkflowNode":{from_flyte_idl:[93,2,1,""],launchplan_ref:[93,2,1,""],reference:[93,2,1,""],sub_workflow_ref:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.core.workflow.WorkflowTemplate":{"interface":[93,2,1,""],failure_node:[93,2,1,""],from_flyte_idl:[93,2,1,""],id:[93,2,1,""],metadata:[93,2,1,""],metadata_defaults:[93,2,1,""],nodes:[93,2,1,""],outputs:[93,2,1,""],to_flyte_idl:[93,2,1,""]},"flytekit.models.dynamic_job":{DynamicJobSpec:[91,1,1,""]},"flytekit.models.dynamic_job.DynamicJobSpec":{from_flyte_idl:[91,2,1,""],min_successes:[91,2,1,""],nodes:[91,2,1,""],outputs:[91,2,1,""],subworkflows:[91,2,1,""],tasks:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution":{Execution:[91,1,1,""],ExecutionClosure:[91,1,1,""],ExecutionMetadata:[91,1,1,""],ExecutionSpec:[91,1,1,""],LiteralMapBlob:[91,1,1,""],NodeExecutionGetDataResponse:[91,1,1,""],NotificationList:[91,1,1,""],TaskExecutionGetDataResponse:[91,1,1,""],WorkflowExecutionGetDataResponse:[91,1,1,""]},"flytekit.models.execution.Execution":{closure:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],spec:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.ExecutionClosure":{error:[91,2,1,""],from_flyte_idl:[91,2,1,""],outputs:[91,2,1,""],phase:[91,2,1,""],started_at:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.ExecutionMetadata":{ExecutionMode:[91,1,1,""],from_flyte_idl:[91,2,1,""],mode:[91,2,1,""],nesting:[91,2,1,""],principal:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.ExecutionMetadata.ExecutionMode":{MANUAL:[91,4,1,""],SCHEDULED:[91,4,1,""],SYSTEM:[91,4,1,""]},"flytekit.models.execution.ExecutionSpec":{annotations:[91,2,1,""],auth_role:[91,2,1,""],disable_all:[91,2,1,""],from_flyte_idl:[91,2,1,""],labels:[91,2,1,""],launch_plan:[91,2,1,""],metadata:[91,2,1,""],notifications:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.LiteralMapBlob":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],uri:[91,2,1,""],values:[91,2,1,""]},"flytekit.models.execution.NodeExecutionGetDataResponse":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.NotificationList":{from_flyte_idl:[91,2,1,""],notifications:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.TaskExecutionGetDataResponse":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.execution.WorkflowExecutionGetDataResponse":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.filters":{Contains:[91,1,1,""],Equal:[91,1,1,""],Filter:[91,1,1,""],FilterList:[91,1,1,""],GreaterThan:[91,1,1,""],GreaterThanOrEqual:[91,1,1,""],LessThan:[91,1,1,""],LessThanOrEqual:[91,1,1,""],NotEqual:[91,1,1,""],SetFilter:[91,1,1,""],ValueIn:[91,1,1,""]},"flytekit.models.filters.Filter":{from_flyte_idl:[91,2,1,""],from_python_std:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.filters.FilterList":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.interface":{Parameter:[91,1,1,""],ParameterMap:[91,1,1,""],TypedInterface:[91,1,1,""],Variable:[91,1,1,""],VariableMap:[91,1,1,""]},"flytekit.models.interface.Parameter":{"default":[91,2,1,""],"var":[91,2,1,""],behavior:[91,2,1,""],from_flyte_idl:[91,2,1,""],required:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.interface.ParameterMap":{from_flyte_idl:[91,2,1,""],parameters:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.interface.TypedInterface":{from_flyte_idl:[91,2,1,""],inputs:[91,2,1,""],outputs:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.interface.Variable":{description:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""]},"flytekit.models.interface.VariableMap":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],variables:[91,2,1,""]},"flytekit.models.launch_plan":{Auth:[91,1,1,""],LaunchPlan:[91,1,1,""],LaunchPlanClosure:[91,1,1,""],LaunchPlanMetadata:[91,1,1,""],LaunchPlanSpec:[91,1,1,""],LaunchPlanState:[91,1,1,""]},"flytekit.models.launch_plan.Auth":{assumable_iam_role:[91,2,1,""],from_flyte_idl:[91,2,1,""],kubernetes_service_account:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlan":{closure:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],spec:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlanClosure":{expected_inputs:[91,2,1,""],expected_outputs:[91,2,1,""],from_flyte_idl:[91,2,1,""],state:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlanMetadata":{from_flyte_idl:[91,2,1,""],notifications:[91,2,1,""],schedule:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlanSpec":{annotations:[91,2,1,""],auth_role:[91,2,1,""],default_inputs:[91,2,1,""],entity_metadata:[91,2,1,""],fixed_inputs:[91,2,1,""],from_flyte_idl:[91,2,1,""],labels:[91,2,1,""],to_flyte_idl:[91,2,1,""],workflow_id:[91,2,1,""]},"flytekit.models.launch_plan.LaunchPlanState":{ACTIVE:[91,4,1,""],INACTIVE:[91,4,1,""],enum_to_string:[91,2,1,""]},"flytekit.models.literals":{Binary:[91,1,1,""],Binding:[91,1,1,""],BindingData:[91,1,1,""],BindingDataCollection:[91,1,1,""],BindingDataMap:[91,1,1,""],Blob:[91,1,1,""],BlobMetadata:[91,1,1,""],Literal:[91,1,1,""],LiteralCollection:[91,1,1,""],LiteralMap:[91,1,1,""],Primitive:[91,1,1,""],RetryStrategy:[91,1,1,""],Scalar:[91,1,1,""],Schema:[91,1,1,""],Void:[91,1,1,""]},"flytekit.models.literals.Binary":{from_flyte_idl:[91,2,1,""],tag:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.Binding":{"var":[91,2,1,""],binding:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.BindingData":{collection:[91,2,1,""],from_flyte_idl:[91,2,1,""],map:[91,2,1,""],promise:[91,2,1,""],scalar:[91,2,1,""],to_flyte_idl:[91,2,1,""],to_literal_model:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.BindingDataCollection":{bindings:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.BindingDataMap":{bindings:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.Blob":{from_flyte_idl:[91,2,1,""],metadata:[91,2,1,""],to_flyte_idl:[91,2,1,""],uri:[91,2,1,""]},"flytekit.models.literals.BlobMetadata":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""]},"flytekit.models.literals.Literal":{collection:[91,2,1,""],from_flyte_idl:[91,2,1,""],map:[91,2,1,""],scalar:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.LiteralCollection":{from_flyte_idl:[91,2,1,""],literals:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.LiteralMap":{from_flyte_idl:[91,2,1,""],literals:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.Primitive":{"boolean":[91,2,1,""],datetime:[91,2,1,""],duration:[91,2,1,""],float_value:[91,2,1,""],from_flyte_idl:[91,2,1,""],integer:[91,2,1,""],string_value:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.RetryStrategy":{from_flyte_idl:[91,2,1,""],retries:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.literals.Scalar":{binary:[91,2,1,""],blob:[91,2,1,""],error:[91,2,1,""],from_flyte_idl:[91,2,1,""],generic:[91,2,1,""],none_type:[91,2,1,""],primitive:[91,2,1,""],schema:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.literals.Schema":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""],uri:[91,2,1,""]},"flytekit.models.literals.Void":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.matchable_resource":{ClusterResourceAttributes:[91,1,1,""],ExecutionClusterLabel:[91,1,1,""],ExecutionQueueAttributes:[91,1,1,""],MatchingAttributes:[91,1,1,""]},"flytekit.models.matchable_resource.ClusterResourceAttributes":{attributes:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.matchable_resource.ExecutionClusterLabel":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.matchable_resource.ExecutionQueueAttributes":{from_flyte_idl:[91,2,1,""],tags:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.matchable_resource.MatchingAttributes":{cluster_resource_attributes:[91,2,1,""],execution_cluster_label:[91,2,1,""],execution_queue_attributes:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.named_entity":{NamedEntityIdentifier:[91,1,1,""],NamedEntityMetadata:[91,1,1,""],NamedEntityState:[91,1,1,""]},"flytekit.models.named_entity.NamedEntityIdentifier":{domain:[91,2,1,""],from_flyte_idl:[91,2,1,""],name:[91,2,1,""],project:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.named_entity.NamedEntityMetadata":{description:[91,2,1,""],from_flyte_idl:[91,2,1,""],state:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.named_entity.NamedEntityState":{ACTIVE:[91,4,1,""],ARCHIVED:[91,4,1,""],enum_to_string:[91,2,1,""]},"flytekit.models.node_execution":{NodeExecution:[91,1,1,""],NodeExecutionClosure:[91,1,1,""]},"flytekit.models.node_execution.NodeExecution":{closure:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],input_uri:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.node_execution.NodeExecutionClosure":{duration:[91,2,1,""],error:[91,2,1,""],from_flyte_idl:[91,2,1,""],output_uri:[91,2,1,""],phase:[91,2,1,""],started_at:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.presto":{PrestoQuery:[91,1,1,""]},"flytekit.models.presto.PrestoQuery":{catalog:[91,2,1,""],from_flyte_idl:[91,2,1,""],routing_group:[91,2,1,""],schema:[91,2,1,""],statement:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.project":{Project:[91,1,1,""]},"flytekit.models.project.Project":{description:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],name:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.qubole":{HiveQuery:[91,1,1,""],HiveQueryCollection:[91,1,1,""],QuboleHiveJob:[91,1,1,""]},"flytekit.models.qubole.HiveQuery":{from_flyte_idl:[91,2,1,""],query:[91,2,1,""],retry_count:[91,2,1,""],timeout_sec:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.qubole.HiveQueryCollection":{from_flyte_idl:[91,2,1,""],queries:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.qubole.QuboleHiveJob":{cluster_label:[91,2,1,""],from_flyte_idl:[91,2,1,""],query:[91,2,1,""],query_collection:[91,2,1,""],tags:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.schedule":{Schedule:[91,1,1,""]},"flytekit.models.schedule.Schedule":{FixedRate:[91,1,1,""],FixedRateUnit:[91,1,1,""],cron_expression:[91,2,1,""],from_flyte_idl:[91,2,1,""],kickoff_time_input_arg:[91,2,1,""],rate:[91,2,1,""],schedule_expression:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.schedule.Schedule.FixedRate":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],unit:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.schedule.Schedule.FixedRateUnit":{DAY:[91,4,1,""],HOUR:[91,4,1,""],MINUTE:[91,4,1,""],enum_to_string:[91,2,1,""]},"flytekit.models.task":{CompiledTask:[91,1,1,""],Container:[91,1,1,""],DataLoadingConfig:[91,1,1,""],IOStrategy:[91,1,1,""],PyTorchJob:[91,1,1,""],Resources:[91,1,1,""],RuntimeMetadata:[91,1,1,""],SidecarJob:[91,1,1,""],SparkJob:[91,1,1,""],Task:[91,1,1,""],TaskClosure:[91,1,1,""],TaskMetadata:[91,1,1,""],TaskSpec:[91,1,1,""],TaskTemplate:[91,1,1,""]},"flytekit.models.task.CompiledTask":{from_flyte_idl:[91,2,1,""],template:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.Container":{args:[91,2,1,""],command:[91,2,1,""],config:[91,2,1,""],data_loading_config:[91,2,1,""],env:[91,2,1,""],from_flyte_idl:[91,2,1,""],image:[91,2,1,""],resources:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.DataLoadingConfig":{LITERALMAP_FORMAT_JSON:[91,4,1,""],LITERALMAP_FORMAT_PROTO:[91,4,1,""],LITERALMAP_FORMAT_YAML:[91,4,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.IOStrategy":{DOWNLOAD_MODE_EAGER:[91,4,1,""],DOWNLOAD_MODE_NO_DOWNLOAD:[91,4,1,""],DOWNLOAD_MODE_STREAM:[91,4,1,""],UPLOAD_MODE_EAGER:[91,4,1,""],UPLOAD_MODE_NO_UPLOAD:[91,4,1,""],UPLOAD_MODE_ON_EXIT:[91,4,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.PyTorchJob":{from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],workers_count:[91,2,1,""]},"flytekit.models.task.Resources":{ResourceEntry:[91,1,1,""],ResourceName:[91,1,1,""],from_flyte_idl:[91,2,1,""],limits:[91,2,1,""],requests:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.Resources.ResourceEntry":{from_flyte_idl:[91,2,1,""],name:[91,2,1,""],to_flyte_idl:[91,2,1,""],value:[91,2,1,""]},"flytekit.models.task.Resources.ResourceName":{CPU:[91,4,1,""],GPU:[91,4,1,""],MEMORY:[91,4,1,""],STORAGE:[91,4,1,""],UNKNOWN:[91,4,1,""]},"flytekit.models.task.RuntimeMetadata":{RuntimeType:[91,1,1,""],flavor:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""],version:[91,2,1,""]},"flytekit.models.task.RuntimeMetadata.RuntimeType":{FLYTE_SDK:[91,4,1,""],OTHER:[91,4,1,""]},"flytekit.models.task.SidecarJob":{from_flyte_idl:[91,2,1,""],pod_spec:[91,2,1,""],primary_container_name:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.SparkJob":{application_file:[91,2,1,""],executor_path:[91,2,1,""],from_flyte_idl:[91,2,1,""],hadoop_conf:[91,2,1,""],main_class:[91,2,1,""],spark_conf:[91,2,1,""],spark_type:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.Task":{closure:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.TaskClosure":{compiled_task:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.TaskMetadata":{deprecated_error_message:[91,2,1,""],discoverable:[91,2,1,""],discovery_version:[91,2,1,""],from_flyte_idl:[91,2,1,""],interruptible:[91,2,1,""],retries:[91,2,1,""],runtime:[91,2,1,""],timeout:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.TaskSpec":{from_flyte_idl:[91,2,1,""],template:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.task.TaskTemplate":{"interface":[91,2,1,""],container:[91,2,1,""],custom:[91,2,1,""],from_flyte_idl:[91,2,1,""],id:[91,2,1,""],metadata:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""]},"flytekit.models.types":{LiteralType:[91,1,1,""],OutputReference:[91,1,1,""],SchemaType:[91,1,1,""],SimpleType:[91,1,1,""]},"flytekit.models.types.LiteralType":{blob:[91,2,1,""],collection_type:[91,2,1,""],from_flyte_idl:[91,2,1,""],map_value_type:[91,2,1,""],metadata:[91,2,1,""],schema:[91,2,1,""],simple:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.types.OutputReference":{"var":[91,2,1,""],from_flyte_idl:[91,2,1,""],node_id:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.types.SchemaType":{SchemaColumn:[91,1,1,""],columns:[91,2,1,""],from_flyte_idl:[91,2,1,""],to_flyte_idl:[91,2,1,""]},"flytekit.models.types.SchemaType.SchemaColumn":{SchemaColumnType:[91,1,1,""],from_flyte_idl:[91,2,1,""],name:[91,2,1,""],to_flyte_idl:[91,2,1,""],type:[91,2,1,""]},"flytekit.models.types.SchemaType.SchemaColumn.SchemaColumnType":{BOOLEAN:[91,4,1,""],DATETIME:[91,4,1,""],DURATION:[91,4,1,""],FLOAT:[91,4,1,""],INTEGER:[91,4,1,""],STRING:[91,4,1,""]},"flytekit.models.types.SimpleType":{BINARY:[91,4,1,""],BOOLEAN:[91,4,1,""],DATETIME:[91,4,1,""],DURATION:[91,4,1,""],ERROR:[91,4,1,""],FLOAT:[91,4,1,""],INTEGER:[91,4,1,""],NONE:[91,4,1,""],STRING:[91,4,1,""],STRUCT:[91,4,1,""]},"flytekit.models.workflow_closure":{WorkflowClosure:[91,1,1,""]},"flytekit.models.workflow_closure.WorkflowClosure":{from_flyte_idl:[91,2,1,""],tasks:[91,2,1,""],to_flyte_idl:[91,2,1,""],workflow:[91,2,1,""]},"flytekit.sdk":{exceptions:[95,0,0,"-"],spark_types:[95,0,0,"-"],tasks:[95,0,0,"-"],test_utils:[95,0,0,"-"],types:[95,0,0,"-"],workflow:[95,0,0,"-"]},"flytekit.sdk.exceptions":{RecoverableException:[95,5,1,""]},"flytekit.sdk.spark_types":{SparkType:[95,1,1,""]},"flytekit.sdk.spark_types.SparkType":{JAVA:[95,4,1,""],PYTHON:[95,4,1,""],R:[95,4,1,""],SCALA:[95,4,1,""]},"flytekit.sdk.tasks":{dynamic_task:[95,3,1,""],generic_spark_task:[95,3,1,""],hive_task:[95,3,1,""],inputs:[95,3,1,""],outputs:[95,3,1,""],python_task:[95,3,1,""],pytorch_task:[95,3,1,""],qubole_hive_task:[95,3,1,""],qubole_spark_task:[95,3,1,""],sidecar_task:[95,3,1,""],spark_task:[95,3,1,""]},"flytekit.sdk.test_utils":{LocalTestFileSystem:[95,1,1,""],flyte_test:[95,3,1,""]},"flytekit.sdk.types":{Types:[95,1,1,""]},"flytekit.sdk.types.Types":{Blob:[95,1,1,""],Boolean:[95,1,1,""],CSV:[95,1,1,""],Datetime:[95,1,1,""],Float:[95,1,1,""],Generic:[95,1,1,""],Integer:[95,1,1,""],List:[95,2,1,""],MultiPartBlob:[95,1,1,""],MultiPartCSV:[95,1,1,""],Proto:[95,2,1,""],Schema:[95,2,1,""],String:[95,1,1,""],Timedelta:[95,1,1,""]},"flytekit.sdk.types.Types.Blob":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.Boolean":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.CSV":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""]},"flytekit.sdk.types.Types.Datetime":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.Float":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.Generic":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],long_string:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.Integer":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.MultiPartBlob":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.types.Types.MultiPartCSV":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""]},"flytekit.sdk.types.Types.String":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""],verbose_string:[95,2,1,""]},"flytekit.sdk.types.Types.Timedelta":{from_python_std:[95,2,1,""],from_string:[95,2,1,""],is_castable_from:[95,2,1,""],promote_from_model:[95,2,1,""],short_class_string:[95,2,1,""],short_string:[95,2,1,""],to_flyte_literal_type:[95,2,1,""],to_python_std:[95,2,1,""]},"flytekit.sdk.workflow":{Input:[95,1,1,""],Output:[95,1,1,""],workflow:[95,3,1,""],workflow_class:[95,3,1,""]},"flytekit.tools":{lazy_loader:[96,0,0,"-"],module_loader:[96,0,0,"-"],subprocess:[96,0,0,"-"]},"flytekit.tools.lazy_loader":{LazyLoadPlugin:[96,1,1,""],lazy_load_module:[96,3,1,""]},"flytekit.tools.lazy_loader.LazyLoadPlugin":{LAZY_LOADING_PLUGINS:[96,4,1,""],get_extras_require:[96,2,1,""]},"flytekit.tools.module_loader":{iterate_modules:[96,3,1,""],iterate_registerable_entities_in_order:[96,3,1,""],load_workflow_modules:[96,3,1,""]},"flytekit.tools.subprocess":{check_call:[96,3,1,""]},"flytekit.type_engines":{"default":[98,0,0,"-"],common:[97,0,0,"-"]},"flytekit.type_engines.common":{TypeEngine:[97,1,1,""]},"flytekit.type_engines.common.TypeEngine":{get_sdk_type_from_literal_type:[97,2,1,""],infer_sdk_type_from_literal:[97,2,1,""],python_std_to_sdk_type:[97,2,1,""]},"flytekit.type_engines.default":{flyte:[98,0,0,"-"]},"flytekit.type_engines.default.flyte":{FlyteDefaultTypeEngine:[98,1,1,""]},"flytekit.type_engines.default.flyte.FlyteDefaultTypeEngine":{get_sdk_type_from_literal_type:[98,2,1,""],infer_sdk_type_from_literal:[98,2,1,""],python_std_to_sdk_type:[98,2,1,""]},flytekit:{bin:[65,0,0,"-"],clients:[66,0,0,"-"],clis:[67,0,0,"-"],common:[71,0,0,"-"],configuration:[78,0,0,"-"],contrib:[79,0,0,"-"],engines:[81,0,0,"-"],interfaces:[84,0,0,"-"],models:[91,0,0,"-"],plugins:[94,0,0,"-"],sdk:[95,0,0,"-"],tools:[96,0,0,"-"],type_engines:[97,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","function","Python function"],"4":["py","attribute","Python attribute"],"5":["py","exception","Python exception"],"6":["py","data","Python data"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:function","4":"py:attribute","5":"py:exception","6":"py:data"},terms:{"000000000z07":15,"02t15":15,"0x1792be8":84,"0x7f6bd11f37b8":91,"0x7f6bd11f37f0":91,"0x7f6bd11f3828":91,"1000m":138,"100s":104,"10s":7,"123accountid":122,"15s":7,"1757c8c0d7a149b79f2c202c2c78b378":133,"1757c8c0d7a149b79f2c202c2c78b378_tmp":133,"1oq8oblzxgv8pvjftlf0qf":126,"29t17":15,"30m":7,"30s":7,"32g":95,"4gi":[95,136],"5000gi":10,"500m":[95,136],"5tb":10,"60s":7,"8gi":[95,136],"999999999z07":15,"9a7b8cdb982161daebd5618fc7cb5041":126,"abstract":[14,22,41,71,74,76,81,91,97,105,113],"boolean":[22,39,46,48,76,91,95],"break":[91,124],"byte":[20,23,46,76,84,91],"case":[0,2,8,15,17,20,22,23,25,27,28,29,34,35,36,42,47,49,78,84,93,95,103,112,117,121,132,138],"catch":[49,93,114],"class":[20,66,68,70,71,72,74,75,76,77,78,80,81,82,83,85,86,87,88,89,90,91,92,93,95,96,97,98,113,117,118,121,125,135],"default":[4,5,7,9,10,12,13,15,17,20,23,25,27,28,33,39,40,41,42,43,45,47,48,49,54,60,64,67,71,77,78,80,91,95,97,113,115,118,121,126,135],"enum":[10,15,66,71,74,75,81,82,91,92,93,95],"export":2,"final":[17,22,39,40,49,91,93,106,120,121,132],"float":[22,48,76,91,95,136],"function":[14,15,20,66,67,70,71,73,74,75,78,80,83,84,95,96,101,102,109,113,114,123,124,125,131],"import":[0,13,15,20,30,39,74,95,109,117,118,121,123,125,135,137],"int":[4,7,10,22,47,66,70,71,73,74,75,76,78,80,81,82,84,91,92,93,95],"long":[66,80,95],"new":[0,7,11,13,15,20,22,23,38,51,66,77,90,101,103,113,120,123,124,125],"null":[46,80,95],"public":78,"return":[20,22,23,25,27,29,34,35,36,66,67,68,70,71,72,73,74,75,76,77,78,80,81,82,83,85,86,87,88,89,90,91,92,93,95,96,98,112,131,133,136,137],"static":[22,25,46,49,76,83,95,110,132],"super":122,"switch":[13,66],"throw":[49,93],"transient":[80,95],"true":[2,11,23,25,49,67,68,71,77,90,91,95,96,103,124,125,135,136],"try":[8,71,74,80,91,101,103,127],"var":[11,13,39,45,46,47,48,49,71,91,93],"void":[76,91],"while":[0,2,15,20,95,96,104,118,137],AKS:8,AND:[22,39,93],AWS:[0,6,8,10,13,33,47,71,78,110],And:[71,118,135,137],But:20,DOS:2,EKS:8,FOR:8,For:[0,2,7,8,10,11,13,14,15,17,20,22,25,38,47,51,70,74,75,78,91,105,109,113,114,115,116,118,121,123,126,137],GCS:13,Going:[9,103],INTO:[95,135],K8s:[7,10,20,22,28,47,138],MBs:4,NOT:[48,75,76,95],Not:[22,42],One:[15,17,20,49,110,132,138],RDS:13,SNS:14,SQS:14,That:[20,27,34,49,74,103,133],The:[0,2,4,5,7,8,10,11,12,13,14,15,17,19,20,21,22,23,25,26,29,30,35,38,40,41,46,47,48,49,51,53,59,66,70,71,74,75,76,77,78,80,81,82,83,91,93,95,101,102,103,104,108,109,111,112,113,114,115,118,120,121,123,124,125,126,131,132,133,135,137,138],Then:135,There:[13,19,22,46,91,95,111,121,132],These:[0,2,7,8,10,11,13,14,15,18,19,20,25,26,27,44,46,47,55,70,75,91,95,110,114,117,120],Use:[7,10,66,67,71,75,82,95,101,115,121,125,136],Used:[25,46,77,78,96],Uses:[33,76,95],Using:[13,18,22,95,109,113,117,137],WITH:135,With:[13,116,125],__future__:[125,135,137],__stories__:17,_base_sdk_typ:76,_common_pb2:91,_commondatarespons:91,_core_workflow:121,_execution_model:71,_execution_pb2:91,_extendedschedul:71,_flyteconfigurationentri:78,_flyterequiredconfigurationentri:78,_hivesensor:80,_identifi:[71,74,75],_instancetrack:74,_instantiated_in:74,_interfac:83,_node_execution_model:71,_node_execution_pb2:91,_outputdatacontext:85,_presto:91,_qubol:91,_register:71,_request:125,_schema_impl:76,_sdk_runnabl:75,_struct:91,_task:[75,91,123],_task_execution_model:75,_task_execution_pb2:91,_task_funct:[80,95],_task_templ:95,_type:96,_workflow:91,_workflow_metaclass:95,a_sidecar_task:95,ab_project:10,abc123:[70,123],abc:[91,95],abcmeta:91,abil:[45,71,104,110,124],abl:[13,80,95,125],abort:[25,40,42,49,93,119,121],abort_caus:25,abort_metadata:25,about:[0,8,10,15,18,20,21,22,24,25,42,46,47,49,51,55,66,73,91,93,101,103,113,114,115,126,132,133,135],abov:[7,10,11,15,16,20,23,28,71,74,95,103,112,118,120,125,138],absenc:[10,110],absolut:[40,54,71,91,103],absolute_import:[125,135,137],accept:[0,68,95,114,118,120,137],access:[0,4,8,9,11,13,17,20,23,42,47,66,70,77,78,95,115,123,125,126,127],access_token:[66,68],accesskei:[4,13],accident:120,accompani:47,accomplish:95,accordingli:126,account:[71,78,91,122],acct:122,accuraci:136,achiev:[13,111,112,138],ack:7,acl:25,acquir:7,across:[0,5,9,11,14,15,16,20,23,25,51,66,75,93,104,114,115,124],act:7,action:[7,25,71,73],activ:[0,15,23,27,66,71,91,103,110,115,118],activate_all_impl:70,actual:[14,20,22,23,25,47,54,66,71,102,103,120,133,135],acycl:[0,22,36,49,102,109,114],adapt:[73,95,103],add:[7,11,13,23,47,70,73,75,80,90,95,101,103,125,138],add_input:75,add_one_and_print:131,add_output:75,added:[0,11,20,25,66,75,131,136],adding:[13,20,120,122,124],addit:[11,15,17,20,25,27,29,35,36,47,49,51,75,84,91,93,95,110,114,120,136,137],additional_msg:73,address:[7,8,11,23,30,42,47],adher:95,adjac:38,adjust:118,admin:[5,9,10,13,17,18,19,52,53,64,66,70,71,74,75,78,81,82,83,91,93,108,112,115],admin_api_url:17,admindeploy:[10,11,13],adminent:17,administ:15,administr:[0,2,10,19,21,100,102,103,115],advanc:[71,74,75],advantag:114,advis:[46,113],affect:[15,84],aforement:[19,20],after:[2,15,25,27,38,47,49,74,93,113,115,123,125,132],again:80,against:[7,13,20,95,109],aggreg:[13,19,95],agil:103,aid:2,aim:[0,103,120],algorithm:95,alia:93,alias:[22,49,93],aliv:59,all:[0,5,6,7,9,10,11,13,14,17,20,21,22,23,25,27,28,29,34,35,36,38,41,42,47,49,51,52,53,54,63,66,70,71,74,75,84,90,91,93,95,96,103,104,108,112,113,114,115,118,120,121,131,132,137],allevi:133,allow:[4,10,12,15,16,17,22,46,47,48,49,51,71,73,74,75,78,80,91,95,104,109,110,111,113,115,135,136,138],allowed_failure_ratio:[75,95],along:[2,10,16,25,75,133],alongsid:[20,36,95],alpin:[95,137],alreadi:[25,40,66,71,74,78,95,115,118,127,137,138],already_in_terminal_st:24,also:[0,2,8,10,14,15,20,22,38,66,73,74,76,77,84,91,95,101,103,105,109,110,112,113,114,115,118,120,123,124,125,131,136,138],alsologtostderr:7,alter:[13,22,49,77,93,101,114,121,133],altern:[0,6,8,15,77,112,122],although:123,alwai:[10,20,22,25,38,46,48,51,71,73,91,103,110,113,114,118,124],amazon:[8,14,125],amend:133,amongst:2,amount:[17,25,29,35,71,74,80,91,95],an_alternative_input:118,an_input:123,an_integer_input:118,analyz:[49,109],ani:[0,2,7,8,10,15,17,20,22,25,27,36,38,46,47,49,51,54,66,73,74,75,77,78,80,81,91,93,95,96,101,102,103,104,109,110,112,113,114,120,121,124,126,132,138],anim:22,annot:[25,27,71,74,75,81,82,83,91,95,116,123,129,131,135],annotation_overrid:[71,74,75,81,82,83],anoth:[2,8,17,25,46,48,70,74,91,96,115,118,124,135],anyon:101,anywai:121,api:[0,7,10,14,15,17,23,47,59,66,91,95,100,112,125,133,137],apimachineri:47,apivers:11,app:[78,126],appear:[47,49,66,70,93],append:[15,23,47,77,95,132,135],append_to_partit:77,appli:[10,11,13,23,25,27,28,32,37,47,66,75,78,91,95,120,122,137],applic:[2,10,14,15,17,42,71,91,102],application_fil:91,applicationtyp:60,approach:22,appropri:[0,14,20,70,73,75,95],april:103,arbitrari:[75,91,95,117,132],arbitrarili:95,architect:21,architectur:[1,11,19,100,101],archiv:[23,91],area:103,aren:[20,23,123],arg:[47,66,67,71,74,75,78,83,91,95,115,137],argument:[67,80,91,95,110,114,115,122,125,137],arn:122,around:[13,20,22,66,68,120],arrai:[15,46,54,84,91,114],arrang:[17,34,114],array_input:83,array_job:[55,64,99],arrayjob:91,artifact:[16,64,71,75],artifactdata:16,artifacttag:16,ascend:[15,23,92],aspect:[103,120],assembl:[106,132],assert:[91,95,137],assert_and_cr:95,assertionerror:73,assign:[10,14,22,25,28,46,54,74,75,91,115,118],assign_custom_and_return:75,assign_id_and_return:71,assign_type_and_return:75,assigne:103,assist:0,associ:[0,2,6,10,16,22,23,27,29,36,46,48,51,66,77,91,95,103,109,110,112,124],assum:[2,7,11,74,75],assumable_iam_rol:[23,27,71,78,91,122],async:14,atleast:38,atom:123,attach:11,attempt:[47,51,71,78,80,91,96,110],attr:70,attribut:[10,15,23,25,27,28,29,32,34,35,37,66,71,91,93,95,115,117,121],auth:[2,4,11,13,25,64,67,70,91,99,122],auth_cod:68,auth_endpoint:68,auth_mod:78,auth_rol:[25,27,71,81,82,83,91],authent:[1,9,13,25,66,78,115],author:[2,10,25,68,70,78,91,95,102,113,125],authorization_cli:68,authorization_endpoint:68,authorization_head:70,authorization_metadata_kei:78,authorizationcli:68,authorizationcod:68,authorizationendpoint:68,authrol:[25,27,71,81,82,83,91],authtyp:4,auto:[47,66,71,91],auto_assign_nam:74,autodeletingtempdir:[71,75,81,125],autogener:93,autom:2,automat:[2,22,47,49,78,93,95,103,104,110,111,112,115,120,121,135,136],autonom:104,autorefreshcach:20,avail:[2,4,5,7,8,9,10,42,47,55,66,75,95,101,109,110,112,114,115,121,123,136],avoid:[14,47,95,113,120,121],awai:22,awesom:102,awk:11,aws:[64,71,91,99,122],awss3proxi:89,azur:[8,13],b64:76,b78e1502cef04d5db8bef64a2226f707:133,back:[0,14,20,25,45,51,52,75,78,95,120],backend:[1,9,95,109,136],backend_typ:136,background:[18,21],backoff:[7,42],backward:[47,103],bad:90,bak:13,balanc:[0,11],bar:[15,117,135,137],base64:70,base:[0,2,7,10,13,15,16,20,23,25,27,28,34,35,36,49,51,64,66,68,70,71,72,74,75,76,77,78,80,81,82,83,85,86,87,88,89,90,91,92,93,95,96,97,98,124,132,136],base_literal_typ:[76,95],base_model:[71,72,75],base_sdk_typ:[64,71,75,77,95,97,98,135],base_sensor:[64,79],base_url:17,baseexecutionenginefactori:[81,82,83],basehttprequesthandl:68,basehttpserv:68,baselaunchplanlaunch:[81,82,83],basenodeexecut:[81,82,83],basetaskexecut:[81,82,83],basetaskexecutor:[81,82,83],baseworkflowexecut:[81,82,83],baseworkflowexecutor:[81,82,83],basi:[91,103,136],basic:[0,2,20,70,74,78,81,111,125],basic_auth:[64,67],batch:[0,7,10,47,75,95,104],batch_hiv:71,batch_hive_task:71,batch_siz:136,battl:113,baz:15,bearer:70,becaus:[8,15,19,22,47,66,78,95,114,118,124,135],becom:[40,47],been:[5,11,13,47,84,120,121,125,133],befor:[7,13,17,19,20,21,46,47,49,66,74,76,77,78,80,91,93,95,101,121,125,126,131,133,137],beforehand:132,began:[25,29,35],begin:[15,20,78,125],behalf:0,behav:[49,110,124],behavior:[2,13,17,20,21,22,34,41,48,49,75,78,80,84,91,93,95,121],behind:[25,103,121,135],being:[2,38,47,75,76,77,95,103],belong:[23,25,27,43,82,131],below:[0,8,10,13,14,15,19,124],benchmark:4,bespok:[80,95],best:[21,91,120],beta:47,better:[75,95],between:[7,15,22,24,31,47,48,66,73,74,84,95,103,120,124],beyond:[1,9],bill:111,bin:[64,95,99,115,137],binari:[17,39,47,48,75,77,91,93,112,115,125],bind:[22,40,49,68,71,91,93,106,118,132],bind_and_activ:68,bindindg:106,binding_data:[71,83],bindingdata:[49,71,83,91],bindingdatacollect:91,bindingdatamap:91,bit:[20,74],blob:[4,14,22,29,35,47,48,64,66,71,91,93,95,125,132,136],blobdimension:93,blobinstanti:76,blobmetadata:91,blobtyp:[46,91,93],block:[22,34,49,102,125],bodi:[30,119,137],bool:[4,6,7,22,25,35,45,46,47,49,67,68,71,74,75,76,77,78,80,83,85,86,87,88,89,91,92,95,96],booleanexpress:[49,93],boom:118,both:[2,15,95,137],bottom:[10,126],bottom_trim:73,bound:[22,47,49,80,93,95,108,110,112,114,133],box:122,branch:[19,49,93,109,121],branch_nod:[49,93],branchnod:93,brief:[2,20],bring:[22,54,59,91,95,137],broader:133,broadli:[20,22],broken:14,brought:95,browser:[17,78],bucket:[7,13,133,135],budget:[71,95],buffer:[7,22,44,46,47,52,53,55,102],bug:101,build:[8,11,13,14,21,75,76,77,102,125,131,132,136,138],build_sdk_workflow_from_metaclass:71,builder:19,built:[0,12,20,47,83,120,123,125,131],bundl:[0,17],burst:7,busi:[14,104],button:126,bypass:121,cacert:11,cach:[4,7,12,16,20,91,95,113,114,116,121,129],cache_vers:[16,95,124,131,132],cacheabl:121,caches:7,cadenc:[12,13,27],calcul:138,call:[0,2,4,11,13,14,20,29,47,66,70,71,73,74,75,78,84,90,95,108,113,120,125,126],callback:[68,78],caller:80,can:[0,2,4,7,8,10,11,13,14,15,16,17,19,20,22,23,24,25,26,27,28,29,34,35,36,39,41,42,43,46,47,48,49,51,54,66,71,73,75,76,77,78,80,84,90,91,93,95,96,101,102,104,106,109,110,111,112,113,114,115,117,118,119,120,121,122,123,124,125,126,127,128,132,133,135,136,137,138],candid:7,canni:125,cannot:[8,15,46,49,91,93,95,110,111,114,118,124],canon:[2,78],capabl:[2,27,101,120],capac:7,captur:[109,111,114,120],car_blue_l:126,cardin:120,care:[103,113,135],carri:[22,121],cast:[75,76,95],cast_to:77,cat:22,catalog:[1,5,9,18,21,56,75,91,135],categor:[110,117],categori:[123,131],caus:[25,66,71,81,82,120,124],caveat:[15,66,120,137],central:14,cert:78,certain:[22,23,33,47,78,95,113,121,123],certpath:11,chang:[8,13,14,15,25,27,49,51,70,91,95,115,118,123,124,125,126],changelog:103,channel:52,charact:113,character:113,characterist:109,check:[0,13,16,20,22,47,48,74,75,77,95,120],check_cal:96,child:[7,25,29,75,114],child_workflow:25,choos:[66,132],chose:20,chosen:13,chunk:95,circumst:113,citi:135,clariti:77,classifi:31,classmethod:[71,72,75,76,77,85,91,92,93,95,96],clean:[49,73,76,77,78,93,95,121],cleanup:[71,135],clear_tag:90,cli:[8,9,10,13,22,64,99,109,112,116,123,129],click:[67,70,110,126],client:[0,4,7,8,9,14,16,17,64,70,78,84,99,112],client_address:68,client_credentials_scop:78,client_credentials_secret:[70,78],client_credentials_secret_loc:70,client_id:[68,70,78],client_secret:70,clock:113,clone:[13,19,115,125],close:103,closur:[25,27,29,34,35,36,38,91,92,108,112],cloud:[8,13,14,51],cloud_provid:85,cloudprovid:71,cloudstorag:7,cloudwatch:6,cls:[71,80,95],cluster1:11,cluster2:11,cluster3:11,cluster:[0,7,8,9,11,13,15,17,25,28,57,58,91,95,101,103,113,133,136,138],cluster_1:11,cluster_1_cacert:11,cluster_1_token:11,cluster_2:11,cluster_2_cacert:11,cluster_2_token:11,cluster_3:11,cluster_3_cacert:11,cluster_3_token:11,cluster_credenti:11,cluster_label:[58,75,91,95],cluster_resourc:28,cluster_resource_attribut:[28,91],clusterresourc:10,clusterresourceattribut:[10,91],cmd_arg:96,code:[0,2,4,7,14,17,19,20,22,41,42,68,73,74,75,78,80,93,95,101,104,109,112,115,119,120,123,125,132,137],codebas:2,cogniz:20,collabor:103,collect:[2,4,7,15,22,40,46,48,50,58,71,76,91,113,114],collection_typ:[48,91],collectiontyp:76,collid:75,collis:84,column:[48,76,77,91,95],column_subset:77,com:[8,10,11,13,16,46,47,57,76,78,95,103,118,123,125],combin:[10,17,23,32,37,39,51,66,110,113,114,119],come:[0,19,20,34,96,102,104,113,114],comfort:2,comma:78,command:[0,2,8,9,11,47,66,70,75,78,91,95,116,123,126,137],commandlin:[5,9,116],comment:[66,75,95],commit:[19,78],common:[5,9,15,17,19,20,22,26,64,66,80,82,83,84,86,87,88,89,93,95,96,98,99,115,117,123,125,133,135,136],common_pb2:[71,91,92],commonli:[31,68,114,115,124],commun:[0,17,26,41,46,52,66,103,136],commut:39,compani:[10,102,115],compar:48,compare_dataframe_to_schema:77,comparison:[22,39,93],comparisonexpress:93,compat:[14,22,47,77,103,135],compil:[0,14,17,19,20,21,34,36,44,47,49,64,71,74,75,78,91,92,108,112,114],compiled_task:[34,91],compiled_workflow:[36,92],compiledtask:[34,91,93],compiledworkflow:93,compiledworkflowclosur:[36,71,92,93],compiler_pb2:[91,93],complet:[0,2,7,13,20,27,33,38,40,47,49,54,71,74,75,91,93,95,103,104,112,118,120,121,126,137],complex:[0,10,22,48,104],compli:70,compliant:136,complic:20,compon:[0,1,5,9,11,13,17,20,21,22,29,30,47,54,84,100,103,108,115],component_nod:[64,99],compos:[13,15,34,104,109,115,123,125,136],composit:7,compris:[19,48],comput:[0,11,16,22,25,27,29,34,35,40,54,91,95,104,112,113],computed_input:25,concat_then_split:95,concept:[10,22,100,115,118,125,129,132],concern:[15,22],concis:91,concret:20,concurr:[54,91,95,100,102],condit:[22,44,49,64,91,114],condition_pb2:93,config:[2,4,5,6,7,9,10,11,13,14,47,70,75,78,91,95,115,122,125,126,136,138],config_file_path:[70,78],configmap:[11,13],configpars:67,configur:[0,1,8,9,11,12,14,15,17,23,25,27,28,34,47,52,64,66,68,70,80,91,95,96,99,101,105,109,113,118,122,125,135,136,137],conform:[2,49,70,77,93,104],confus:95,conistitut:113,conjoin:39,conjunct:[39,93,95],conjunctionexpress:93,connect:[4,7,13,38,93,95],connectionset:93,connector:135,consecut:120,consid:[2,23,25,43,48,77,91,95,113,118,132],consist:[0,15,17,22,75,95,102,103,104,120,131],consol:[0,6,8,13,18,21,112,116,126],constant:[14,39,49,64,67,78,99],constraint:14,construct:[10,17,23,29,35,49,67,78,93,95],construct_literal_map_from_parameter_map:67,construct_literal_map_from_variable_map:67,constructor:77,consum:[22,46,47,48,49,51,91,93,112,132],contact:0,contain:[0,2,4,5,7,9,11,13,14,15,19,20,22,23,25,27,28,29,34,35,36,38,41,46,48,52,59,64,71,75,80,91,93,95,96,102,104,110,112,113,114,123,125,129,132,133,134,138],container:138,container_arrai:71,container_array_task:71,container_port:47,containercr:42,containererror:93,containerless_task:123,containertask:131,content:[10,19,23,30,42,47,99],context:[11,23,25,49,70,71,73,74,75,77,81,82,83,91,93,95,115],context_stat:71,continu:[2,20,102,104],contract:103,contrast:74,contrib:[64,99],contribut:[18,21,95,100,101,103,112],contributor:[19,100,102,103],control:[2,5,7,9,20,23,26,49,52,53,95,102,104,106,113,114,132],convei:47,conveni:[22,123],convent:123,convert:[14,20,91,97],cookbook:100,cool:122,coordin:114,copi:[11,13,20,21,54,76,86,89,133],copilot:47,copy_tag:90,core:[0,5,9,10,20,22,23,25,27,29,34,35,36,51,53,59,61,64,66,70,71,74,75,76,80,81,82,83,91,92,95,102,109,110,121,137,138],correct:[2,72,95,97,138],correctli:[73,120],correl:124,correspond:[2,14,43,47,109,110,118],corrupt:124,cors_proxi:17,cors_proxy_prefix:17,cost:104,costli:47,could:[8,11,15,23,61,103,118,124],count:[40,83,120,123,138],counter:120,coupl:[131,133],cours:[118,120],cover:20,coverag:103,cpu:[10,13,20,28,47,78,80,91,95,136],cpu_limit:[75,80,95,137],cpu_request:[75,80,95,137],crd:0,creat:[0,4,8,9,11,14,15,16,19,20,22,23,25,27,29,34,35,36,38,66,67,71,73,74,75,76,77,80,81,82,84,91,95,100,102,103,104,109,110,112,115,117,118,120,122,123,124,132,133,135],create_at_any_loc:77,create_at_known_loc:[76,77],create_bindings_for_input:71,create_execut:66,create_from_hive_queri:[76,77,133],create_launch_plan:[66,71,74,117,118,122],create_part:77,create_protobuf:76,create_task:66,create_workflow:66,created_at:[15,25,27,29,34,35,36,92],createexecut:10,createexecutionrequest:[25,27],creation:[28,34,74,91,110,115,118,125],cred:[64,99],credenti:[11,64,66,67,78],criteria:[40,54,91,113],critic:[2,10,20],cron:[12,13,109,118],cron_express:[33,71,91,110],cronschedul:[71,118],crt:11,csv:[42,48,76,93,95],csvinstanti:76,cte:[76,77],ctfasset:126,ctx:70,cuda:136,cumbersom:103,cumul:42,curl:[10,125],current:[0,10,12,14,15,23,30,40,48,49,54,66,71,77,78,80,84,91,93,95,103,106,113,115,119,121,131,133],current_phas:24,current_tag:83,current_valu:83,custom:[0,2,10,13,21,22,23,27,28,32,35,37,42,47,51,56,57,58,60,66,75,78,80,91,95,103,104,120,123,137,138],custom_info:[35,51],customiz:[1,9,15,28,47,119,137],customst:20,cv2:125,cycl:[20,78],cyclic:14,daemon:8,dag:[0,109,114],dai:[33,91,110,118],dashboard:[103,111],data:[1,4,7,9,10,15,17,18,20,21,22,25,29,34,35,44,46,47,51,53,54,64,68,71,75,76,77,78,84,91,93,95,100,102,104,113,118,120,124,125,133,135,136,137],data_config:47,data_exist:85,data_fram:77,data_loading_config:91,data_proxi:[64,84],databas:[0,8,9,10,14,15,66,108],datacatalog:[13,16,100,103],datacatalog_config:13,datafram:[91,95,113],dataload:[47,136],dataloadingconfig:91,dataplan:[0,11,52],dataplane_gener:11,dataproxi:[85,86,87,88,89],dataset:[16,47,136],datastor:[13,112],date:118,datefram:77,datetim:[46,48,71,74,75,76,80,81,91,92,93,95,118],dbname:13,deadlin:[7,103],deal:[47,95],debug:[0,9,15,51,75,101,112,124],decid:[20,47,103,113,118],declar:[22,80,95,108,109,132],decod:17,decor:[20,73,75,80,95,125,133,136],decr:[83,90],decreas:10,dedic:136,deep:[101,110,127,129],deeper:[109,128],deepli:[91,95,103],def:[71,74,95,123,124,125,131,132,133,135,136,137,138],default_cpu_limit:78,default_cpu_request:78,default_gpu_limit:78,default_gpu_request:78,default_input:[27,71,91,118],default_memory_limit:78,default_memory_request:78,default_storage_limit:78,default_storage_request:78,defin:[0,7,10,14,15,20,22,23,25,26,27,28,33,39,41,45,46,47,48,49,50,53,54,58,71,74,75,76,78,80,91,93,95,103,104,106,110,112,113,114,117,118,121,123,125,131,132,136,137,138],definit:[0,2,10,14,15,20,25,27,47,52,53,66,71,77,80,91,95,108,109,110,112,114,118,123,131,137],defint:[63,75],defualt:49,delai:[7,49],delet:[13,15,71,95,133],delimit:78,deliv:52,demand:[10,104,109],demo:138,demonstr:125,demystifi:0,denorm:38,denot:[46,135],depdend:[49,93],depend:[13,14,21,22,25,46,47,48,49,75,93,96,114,115,121,123,136,137,138],deploi:[8,11,13,78,101,105,136,137],deploy:[0,1,9,10,20,78,101,105],deprec:[47,71,74,75,80,82,91,95],deprecated_error_messag:[47,91],deprovis:104,depth:2,dequeu:14,deriv:34,descend:[15,23,92],describ:[0,1,4,11,13,20,22,23,40,45,46,54,80,91,93,95,112],descript:[4,6,7,15,23,31,42,45,48,76,91,103,120],descriptor:[76,95],deseri:95,design:[0,2,5,8,13,14,15,66,113],desir:[27,47,59,76,77,80,91,95,121,132,137],detail:[0,1,8,18,21,22,24,27,29,35,38,41,42,44,47,48,53,78,112,118,126,138],detect:[49,71,93,95,121,126],detect_unreferenced_ent:96,determin:[0,10,15,28,47,49,66,80,91,93,95,114,122],determinist:[34,124],develop:[0,4,14,18,23,31,46,78,102,103,105,113,115,123,125,126],devic:136,diagnos:120,diagram:9,dict:[67,71,74,75,76,77,80,81,82,83,91,93,95,96,135],dictat:[41,71,74,75,114],dictionari:[67,74,75,77,83,91,95],did:125,differ:[2,8,14,15,17,20,22,31,46,47,49,66,75,78,93,105,109,110,113,114,115,118,119,124,135,137],differenti:[31,73],digest:0,dimens:10,dimension:[22,48,93],dir:136,direct:[0,9,15,22,36,49,76,92,102,109,114],directli:[2,7,20,75,78,95,135],directori:[7,11,13,14,17,19,47,71,75,78,85,86,89,95,115,125],disabl:[4,7,25,71,74,75,105,110,118],disable_al:[25,91],discard:25,discourag:2,discov:[68,70,71,78,96,103],discover:[47,75,80,91,95],discoveri:[2,47,64,67,78,91,95],discovery_url:68,discovery_vers:[47,75,80,91],discoverycli:68,discret:120,discuss:[2,10,20,133],disjunct:39,disk:[13,77,80,95],dispatch:73,displai:[17,31,48],dist:136,distinguish:[47,137],distribut:[0,57,100,102,104,113,136,138],distributeddataparallel:136,distributeddataparallelcpu:136,distributor:136,dive:[14,109,110,127,129],divid:103,divis:125,do_get:68,do_not_download:47,do_not_upload:47,doc:[8,9,11,13,46,47,100,102,115],docker:[8,47,104,125,126],docker_build:125,docker_registry_password:125,docker_registry_usernam:125,dockerfil:[78,136,138],dockerhub:125,document:[0,1,2,4,6,10,20,21,22,47,53,80,95,100,101,118,129,133,135,138],doe:[0,2,10,12,15,16,19,25,49,74,95,113,115,117,124,126,131,133,135,137],doesn:[4,10,20,22,27,30,36,75,77,118,133],doing:96,domain:[10,14,15,16,17,23,25,27,28,32,37,43,66,70,71,72,74,75,81,82,83,91,93,95,109,110,111,113,114,119,120,123,124,126,129],don:[20,73,115,118,123,135],done:[17,47,71,84,95,112,120,125],dot:96,doubl:46,down:[104,126],download:[4,47,77,85,86,87,88,89,91,95,126,136],download_directori:[85,86,87,88,89],download_eag:47,download_mod:[47,91],download_mode_eag:91,download_mode_no_download:91,download_mode_stream:91,download_stream:47,downstream:[0,7,38,49,93,95,133],drill:104,drive:[74,75],driven:22,driver:[95,104,138],drop:[133,135],due:[17,54,75],dump:91,duplic:47,durabl:20,durat:[7,15,25,29,35,42,46,47,48,49,51,71,74,91,92,95,120],dure:[20,28,41,78,112,114,123,131],dynam:[9,10,28,40,66,71,91,95,104,110,118,129,133,134,135],dynamic_job:[44,64,99],dynamic_job_pb2:91,dynamic_task:[71,74,95,132,135],dynamicjob:51,dynamicjobspec:[91,106],dynamictask:83,each:[0,8,10,11,13,14,17,20,21,22,29,30,39,49,67,75,76,93,95,101,103,109,110,111,113,115,135],earlier:[13,113],easi:[103,104,110,112,118],easier:[17,22],easiest:[8,13,125],easili:[0,75,110,123],easist:115,east:4,echo:[95,137],ecr:125,edg:[125,126],edge_detection_canni:125,edgedetectorwf:[125,126],edit:[13,124],effect:[0,2,10,109,113],effici:135,effort:[91,103,125],either:[8,10,14,19,20,22,28,38,46,70,78,95,110,112,115,118],elabor:47,elect:[5,9],element:[21,66,70,76],elif:95,elimin:47,els:[22,49,95,136],else_nod:[49,93],email:[23,30,71,91,118,119],emailnotif:91,embed:36,emit:[7,120],emphas:103,empti:[7,23,25,27,29,32,34,35,36,37,71,74,75,95],emptydir:[95,137],emptydirvolumesourc:[95,137],enabl:[6,7,11,12,17,47,57,73,80,91,95,100,102,103,109,110,116,136],enact:71,encapsul:[22,23,25,28,29,34,35,36,43,46,47,49,75,109,113,114],enclos:[38,50,114],encod:[47,51,70,76,95],encompass:25,encourag:120,encrypt:78,end:[0,15,20,25,47,71,74,78,103,104,113,114,120,121,133],end_dat:118,endpoint:[2,4,7,8,10,11,13,15,17,26,63,68,70,108,115,125,126],enforc:[14,22,77],engag:104,engin:[0,14,20,41,47,49,52,64,71,74,75,78,93,95,99,106,111,120,133,135],engine_nam:81,enginecontext:[75,81],enhanc:78,enqu:14,enqueu:[7,14],ensur:[13,47,49,73,75,77,84,93,95,103,104,108,113],enter:[13,73,78,95],enter_context:71,entered_stack:71,enthusiast:101,entir:[0,4,5,11,22,29,49,95,110,114,117,121],entiti:[0,14,18,22,23,25,27,29,31,35,43,44,53,66,70,74,75,78,91,96,109,112],entity_metadata:[27,91],entity_typ:71,entity_type_text:[71,74,75],entrant:73,entri:[11,66,67,124],entropi:84,entrypoint:[2,47,64,78,99,113,131,138],enum_to_str:[91,93],enum_type_wrapp:91,enumer:95,enumtypewrapp:91,env:[13,47,75,91,115,137],environ:[2,8,19,47,66,70,75,78,80,91,95,104,105,109,115,124,135,137],epic:103,epoch:136,epoch_accuraci:136,epoch_step:136,equal:[15,22,46,80,91,95],equir:[46,50],equival:95,errimagepul:42,error:[7,25,29,35,42,44,46,47,49,51,64,66,71,73,74,75,77,91,92,95,104,112,113],error_cod:73,error_messag:73,error_uri:[42,93],errordocu:93,errorkind:41,errors_pb2:93,especi:[71,95],essenti:[95,115],eta:104,etc:[8,14,20,22,23,31,47,48,51,71,75,76,91,95,97,98,102,109,113,115,136],etcd:20,etl:135,eval:7,evalu:[7,22,39,49,93,114],evaluation_interv:80,even:[2,20,27,29,36,73,75,78,102,103,114,125],event:[0,5,9,15,25,26,53,95,112,119,120],eventsink:7,eventu:[109,136],ever:73,everi:[7,16,22,33,38,73,75,78,103,113,118,120,123,124],everyth:[8,11,111],evolut:103,evolv:[13,104],exact:[112,124],exactli:[66,103],exampl:[5,9,11,13,15,17,47,71,75,78,100,105,109,114,115,116,118,121,123,124,125,127,129,131,132,133,134,135,136,138],exc_tb:73,exc_typ:73,exc_valu:73,exce:[11,113],excecut:123,exceed:[42,80],excel:14,except:[64,66,71,74,75,76,77,80,96,99,115,132],excerpt:136,exchang:113,exclus:136,excut:[116,129],execut:[0,2,5,7,8,9,11,12,13,14,17,18,20,22,23,24,26,27,28,29,31,33,35,36,38,40,41,43,44,46,47,49,51,52,54,58,61,64,66,67,71,74,78,80,81,82,83,92,95,99,102,109,110,112,113,115,116,118,121,122,124,129,132,135,136,137,138],executable_sdk_object:71,execute_array_task:83,execute_with_liter:[71,74],execution_clust:25,execution_cluster_label:[28,91],execution_created_at:15,execution_d:[75,81],execution_engin:78,execution_ev:14,execution_id:[43,51,75,81,93],execution_nam:123,execution_pb2:[91,93],execution_queu:28,execution_queue_attribut:[28,91],execution_spec:66,execution_updated_at:15,executionartifact:[71,74,75],executionclosur:91,executionclusterlabel:91,executionerror:[25,29,35,41,51,71,74,75,91,92,93],executionid:29,executionmetadata:91,executionmod:91,executionnam:16,executionparamet:75,executionqueueattribut:[10,91],executionspec:[66,91],executionvers:16,executor:[20,51,59,95,137,138],executor_path:91,executorpath:60,exercis:0,exeuct:0,exist:[2,4,10,11,14,15,16,22,25,38,48,66,70,75,77,82,85,86,87,88,89,91,95,125,138],exit:[47,52,76,77,95,113,131],exitstack:71,expand:[8,9],expect:[47,95,110,113,132],expected_input:[27,91],expected_output:[27,91],expected_typ:73,experi:103,expir:[68,70],expiri:42,explain:[0,9,15,21,78,103,115],explan:[2,14],explicit:[15,66],explicitli:[23,49,78,80,95,114,135],explod:47,explor:101,expos:[0,14,15,22,23,30,47,113],express:[15,22,39,80,93,104,109,113,118],extend:[21,22,48,71,78,95,100,101,103,114,117,137],extend_tag:90,extendable_func:90,extendedsdktyp:[71,76],extens:[20,21,47,51,71,80,91,95,113],extern:[5,9,12,14,17,53,75,133,135],external_loc:135,extra:[17,47,49,91,93,136,137],extrem:[5,104],face:[0,25],facilit:[78,114],fact:[13,20,36,74,120,133],fact_airport_sess:135,fail:[0,15,25,35,40,42,46,49,75,93,95,110,112,119,120,121],fail_after_executable_nodes_complet:[49,93,121],fail_immedi:[49,93,121],failed_node_id:48,failur:[7,11,41,47,49,54,71,73,80,91,93,95,104,112,113,114,116,120,129],failure_nod:[49,93],fall:78,fallback:78,fals:[47,66,67,70,75,77,85,93,95,118,136],far:22,fashion:103,faster:[124,135],fault:[0,109],favor:25,featur:[7,12,47,100,103,105,109,129],feed:[10,75],feedback:103,feel:[103,115],fetch:[2,17,23,25,27,29,34,35,36,71,74,75,76,77,81,82,83,95,108,112,116],fetch_latest:75,fetch_latest_task:[81,82,83],fetch_launch_plan:[81,82,83],fetch_task:[81,82,83],fetch_workflow:[81,82,83],fetch_workflow_execut:[81,82,83],few:[8,19,104,126,132,137],ficu:123,field1:95,field2:95,field:[10,15,20,23,25,30,34,36,38,40,43,46,48,49,51,56,58,66,74,75,91,93,95,120,124,137],file:[2,7,10,11,13,14,19,20,23,28,41,46,47,51,66,70,74,75,77,78,85,86,87,88,89,91,95,96,103,115,125,126,137],file_path:[11,85,86,89],filenam:[17,75],filepath:71,filesystem:[47,77],fill:[10,38,45,67,78],filter:[14,23,29,35,64,66,71,75,81,82,99],filter_list:91,filterlist:91,find:[10,13,14,27,96,123,126,128],fine:118,finish:[17,22,113],first:[1,11,13,20,47,49,66,70,74,75,76,80,93,95,108,113,115,126,127,128,129,133],first_task:95,fit:[0,21],fix:[25,27,91,101,118,121],fixed_input:[27,71,91,110,118],fixedr:[71,91,118],fixedrateunit:91,flag:[17,47,103],flavor:[47,91,114,119],flexibl:[22,113,114],float_valu:[46,91],flow:[9,49,68,78,101,102,109,114],flush:42,flyte:[0,1,4,7,8,10,11,12,14,15,19,21,23,27,34,43,47,49,64,66,71,75,78,80,81,91,93,95,97,102,103,105,110,111,112,113,117,122,124,127,128,129,131,132,133,136,138],flyte_cach:16,flyte_cli:[64,67],flyte_credentials_auth_mod:2,flyte_credentials_authorization_metadata_kei:2,flyte_credentials_client_id:2,flyte_credentials_client_secret:2,flyte_credentials_client_secret_from_env_var:2,flyte_credentials_client_secret_from_fil:2,flyte_credentials_scop:2,flyte_gener:[8,11,13],flyte_input_fil:47,flyte_internal_imag:78,flyte_output_fil:47,flyte_platform_auth:2,flyte_platform_url:[125,126],flyte_sdk:[47,91],flyte_task:16,flyte_temporary_t:135,flyte_test:95,flyteabcmeta:91,flyteadmin:[0,5,7,9,10,11,13,18,21,100,108,109,112,115],flyteadmin_config:13,flyteassert:[71,73],flyteauthenticationexcept:73,flyteboolconfigurationentri:78,flytecli:[0,110,115],flyteconfigurationfil:78,flyteconsol:[0,8,14,18,112],flytecustomidlent:91,flytedefaulttypeengin:98,flyteenginefactori:82,flyteentityalreadyexistsexcept:[66,73],flyteentitynotexistexcept:73,flyteentrypointnotload:73,flyteexcept:73,flyteidl:[1,7,20,53,66,70,71,75,76,91,92,93,103],flyteidlent:[71,75,82,83,91,92,93],flyteintegerconfigurationentri:78,flytekit:[0,2,14,19,20,47,100,102,103,109,115,117,121,123,125,135,136,137,138],flytekit_install_spark:138,flytekit_spark_entrypoint:138,flytelaunchplan:82,flytenodeexecut:82,flytenotimplementedexcept:73,flyteplugin:[0,100,136],flytepropel:[0,13,14,47,100,103,136],flyteproto:137,flyterecoverableexcept:[73,95],flyterequiredboolconfigurationentri:78,flyterequiredintegerconfigurationentri:78,flyterequiredstringconfigurationentri:78,flyterequiredstringlistconfigurationentri:78,flytescopedexcept:73,flytescopedsystemexcept:73,flytescopeduserexcept:73,flytesdk:131,flytesdktyp:[71,75,76,77,95,97,98,135],flytesdkvalu:[75,76,95],flytesnack:[100,125,126,128,136],flytestdlib:[4,5,14],flytestringconfigurationentri:78,flytestringlistconfigurationentri:78,flytesystemassert:73,flytesystemexcept:73,flytetask:82,flytetaskexecut:82,flytetimeout:73,flytetyp:[71,91],flytetypeexcept:[73,76,95],flyteuserexcept:73,flytevalidationexcept:73,flytevalueexcept:[73,75],flyteworkflow:[0,11,82],flyteworkflowexecut:82,focu:[103,104],focus:103,folder:[19,47,70,96],follow:[1,2,7,10,11,17,70,78,103,113,115,118,120,122,126,131,132,133,135,136,137,138],foo:[15,66,135,137],forbidden:77,forc:[2,7,10,77,78,95],force_auth_flow:66,force_cleanup:71,forget:118,form:[10,48,49,76,95,97,98,102,115,124,126],format:[0,4,14,17,22,25,41,46,47,48,51,71,72,74,75,76,77,78,91,93,95,97,108,123,125,131,135,137,138],format_section_kei:78,formatt:4,formatted_query_1:133,formatted_query_2:133,former:110,forward:[30,103],found:[2,14,47,66,71,74],four:10,fqdn:71,fqdn_safe:71,fraction:[80,95],frame:[77,91],framework:109,fraud:104,free:[10,48],frequenc:[7,33],friendli:[49,64,95,99,110],friendlyworkflownam:13,from:[0,2,7,10,11,13,14,17,19,20,22,27,30,34,36,38,40,41,42,46,47,48,49,52,66,67,70,71,73,74,75,76,77,78,80,81,82,83,91,92,93,95,97,100,104,105,110,111,116,117,118,120,121,124,125,126,133,135,136,137],from_dict:[91,95],from_flyte_idl:[71,76,91,92,93],from_path:[87,88],from_python_std:[71,72,76,77,91,92,95],from_str:[76,77,95],front:104,fulfil:[0,11,93,104,125,126],fulfil_bind:83,fulfilled_promis:83,full:[2,14,22,42,106,123],full_prefix:90,fullfil:[0,49],fulli:[15,91,111,113],func:15,fundament:102,further:[0,25,91,120],furthermor:[66,73],futur:[19,20,23,25,27,32,37,75,91,103,116],fyi:78,gain:101,garbag:[4,7],gate:25,gatewai:[14,15],gauarante:47,gaug:[83,90],gcp:[8,13,64,71,99],gcs:[64,84,85],gcs_proxi:[64,84,85],gcsproxi:86,gener:[0,2,13,19,20,22,23,25,28,40,41,46,47,51,66,71,76,77,78,84,91,95,100,110,113,115,120,124,132,133,135,137],generate_doc:19,generate_oth:132,generate_pod_spec_for_task:[95,137],generate_queri:133,generate_simple_queri:133,generated_pb2:[75,95,137],generatedprotocolmessagetyp:76,generic_spark_task:[64,71,95],get:[1,9,10,11,13,14,15,20,22,25,28,46,49,70,74,85,91,93,100,104,112,115,125,126,128,129,132,135,137],get_active_launch_plan:66,get_authorization_endpoint:68,get_base_stat:90,get_basic_authorization_head:70,get_bool:78,get_child_execut:[75,81,82],get_client:68,get_command:70,get_data:85,get_engin:81,get_execut:66,get_execution_data:66,get_extras_requir:96,get_input:[81,82],get_int:78,get_launch_plan:[66,81,82,83],get_named_tempfil:71,get_node_execut:[66,71,81,82,83],get_node_execution_data:66,get_non_system_nod:71,get_output:[81,82],get_pod_spec:137,get_random_directori:[85,86,87,88,89],get_random_path:[85,86,87,88,89],get_remote_directori:85,get_remote_path:85,get_sdk_type_from_literal_typ:[76,97,98],get_sdk_value_from_liter:76,get_secret:70,get_spark_context:75,get_stat:90,get_str:78,get_sub_workflow:71,get_subworkflow_execut:[81,82],get_supported_literal_types_to_pandas_typ:77,get_task:[66,81,82,83],get_task_execut:[66,81,82,83],get_task_execution_data:66,get_token:70,get_version_messag:71,get_workflow:[66,81,82,83],get_workflow_execut:[81,82,83],get_write_partition_to_hive_table_queri:77,getcustomst:20,getlaunchplan:108,git:[13,115,125],github:[13,16,19,47,57,76,95,100,103,115,125],githubusercont:8,give:[7,66,74,75],given:[14,20,25,27,38,47,51,54,66,67,70,71,75,78,91,96,110,115,124,126,135],gizmo:14,gke:8,global:[10,22,47,49,71,84,91,93],globalsparkcontext:75,gloo:136,glossari:41,goal:[0,103,111,113],godoc:4,goe:[74,120],going:128,golang:[0,4,5,20,22,47,91],golden:103,gone:13,goodnight:95,googl:[8,14,25,27,29,34,35,36,42,46,47,48,49,51,91,125],gorm:14,gormimpl:14,got:118,gpu:[10,28,47,78,80,91,95,113,136],gpu_limit:[75,80,95],gpu_request:[75,80,95],grab:95,grace:113,grade:9,grant:17,graph:[0,22,29,36,48,49,91,93,102,104,109,114,121],greater:[15,22,39,66],greaterthan:91,greaterthanorequ:91,grep:11,greter:15,group:[6,27,42,70,75,109,111,115,135],grow:10,grpc:[0,2,7,14,15,26,53,66,78,115],gte:[15,39,93],guarante:[14,38,47,80,91,95,109,113],guid:[0,19,127,128,129],guidanc:67,guidelin:[21,103],had:[20,118,125],hadoop:[91,95,138],hadoop_conf:[75,91,95,138],hadoopconf:60,hand:74,handbook:8,handl:[0,1,7,8,9,14,47,49,66,68,73,75,78,104,113,120,135],handle_authorization_cod:68,handle_login:68,handler:[14,20,47,114,120,125],happen:[16,19,132,133],hard:[22,119],hardcod:78,hardwar:104,has:[0,5,7,8,10,13,14,15,17,20,22,24,38,45,47,49,54,74,75,91,93,95,103,104,113,118,120,121,123,124,125],has_valid_nam:74,has_workflow_nod:83,hash:[16,64,71,75,115,124],hash_string_task:124,hashonreferencemixin:[71,74,75],have:[2,8,10,11,12,13,15,16,17,19,20,22,23,25,27,29,36,40,42,45,47,48,49,67,70,71,74,75,78,81,82,83,84,91,93,95,103,104,109,110,113,114,123,125,127,132,133,137,138],haven:137,havoc:120,head:14,header:[2,10,70],headless:2,hear:103,held:71,hello:[8,95],hello_spark:138,help:[0,2,13,17,19,46,71,73,75,78,91,95,102,103,119,120,123,125,135],helper:[64,71,99],henc:138,her:[78,101],here:[0,2,10,11,13,14,20,23,25,42,47,53,71,73,78,103,110,113,115,118,125,132,136],hidden:103,hierarchi:9,high:[0,11,19,20,53,103,113,120,135],highest:103,highlevel:120,highli:[100,102],highlight:103,his:78,histor:112,histori:103,hit:[2,7,10,16,73,74],hive:[0,51,58,71,75,76,77,95,113,129,134,135],hive_job:[71,75],hive_result:133,hive_sensor:96,hive_task:[20,64,71,95,133],hivefilteredpartitionsensor:80,hivenamedpartitionsensor:80,hivequeri:91,hivequerycollect:91,hivetablesensor:80,hivetask:83,hmsclient:96,hold:[13,22,36,91],home:[7,74],homepag:126,homogen:48,honor:[71,74,75],hook:75,hop:17,host:[8,13,17,19,80,101,123,125,126,129],hour:[7,33,91,110],hous:[14,19],how:[0,1,8,9,10,13,18,20,21,22,23,40,46,47,49,78,80,91,93,95,100,102,106,113,116,118,120,131,132],howev:[2,11,14,15,17,27,47,70,74,78,95,110,114,118,121,137],html:[19,47,78],http:[2,8,10,13,14,15,16,17,46,47,57,64,68,70,76,78,84,85,95,126],http_data_proxi:[64,84,85],http_url:78,httpfileproxi:87,httpserver:68,hub:100,human:[0,15,91],hundr:0,hydrat:[71,75],hyperparamet:113,hysteresi:125,iam:[4,13,71,78,91,116],iceberg:128,idea:[74,103],ideal:[78,80,104],idempot:[80,95,113],ident:[2,13,14,22,25,66,113,124],identif:[43,117],identifi:[13,15,22,23,25,27,29,34,35,36,38,44,47,48,49,51,64,66,71,74,75,78,81,82,83,91,92,112,115,117],identifier_pb2:93,idl:[0,2,19,71,91],idl_dict:91,idl_object:91,idlist:93,idp:[9,70,78],ids:[15,38,40,49,91,93],ietf:78,if_els:[49,93],ifblock:93,ifelseblock:93,ignor:[38,66,96],ignore_ent:96,ignore_schedul:70,iktp762nh:135,imag:[8,20,22,47,75,78,91,95,123,125,126,131,136,137,138],image_input:[125,126],image_loc:125,image_nam:125,ime:25,img:125,immedi:[40,71,103,121,123],immut:[15,114],impl:[64,71,76,79,95],implement:[0,2,7,14,15,18,22,47,48,63,68,70,76,80,81,95,102,120,131],impli:[14,25,110],implicit:[49,93],implicitli:15,impliment:21,importantli:[8,20],importerror:96,impos:2,imposs:[40,78,113],improved_sea_launch_plan:118,imread:125,imwrit:125,in1:[95,137],in2:95,in3:95,inact:[15,27,66,91,118],inadvert:124,inbound:10,includ:[0,4,7,8,10,11,13,14,15,20,21,23,25,27,34,35,42,47,49,51,75,78,91,93,95,96,104,108,109,111,114,115,119,120,131,136,137],include_ent:96,inclus:95,incom:14,incomplet:27,incr:[83,90],increas:[8,9,10,11,103,104],increment:[25,51],indefinit:[80,95],indentifi:22,independ:[54,103,109,113,115],index:[14,16,19,84,132],indic:[7,23,25,27,29,35,42,43,47,51,103,124],individu:[0,5,9,15,22,25,29,47,51,76,95,104,110,111,132],inevit:113,infer:[66,97],infer_sdk_type_from_liter:[76,97,98],infinit:74,influenc:84,info:[8,23,29,35,42,131],inform:[0,7,8,10,15,16,17,18,19,20,22,23,25,29,33,35,38,42,47,48,49,51,55,66,80,91,93,95,111,112,113,114,115,120,133],ingenu:74,ingress:[8,17],inher:[113,120],inherit:[14,71],init:[13,125],init_process_group:136,initi:[4,14,42,68,78,118,125],inject:[75,80,95,114,120,137],inlin:[2,38,47],inner:48,input:[16,20,22,25,27,29,33,34,35,36,39,45,46,47,49,51,54,66,67,71,74,75,76,80,81,82,83,91,93,95,97,98,108,109,112,113,114,123,124,125,126,131,132,135,136,137],input_a:95,input_argu:67,input_b:[67,95],input_blob:95,input_c:67,input_data_dir:75,input_link:71,input_map:75,input_path:[47,91],input_uri:[29,35,51,91,92],insecur:[7,66],insert:[77,95,126,133,135],insid:[11,47,95,115],insight:111,instal:[1,8,13,19,95,100,102,125,126,127,134,136,138],instanc:[2,16,20,31,54,71,74,75,84,91,95,109,114,115,125,133,138],instanti:[25,35,71,74,95,114],instantiabletyp:76,instantiated_in:74,instead:[2,7,8,13,15,47,71,82,124,133,135],instruct:[49,93,106,121,132],int32:57,int64:[23,40,46,54,106],int_list:95,int_valu:[91,93],integ:[15,46,47,48,71,74,75,76,80,91,93,95,97,98,118,123,131,132,135,136],integr:[2,20],intend:[4,25],intens:0,intention:46,interact:[0,2,22,46,81,101,116,128],interest:101,interfac:[0,14,20,22,44,46,47,48,49,53,64,66,67,75,77,81,93,95,99,104,113,116,124,131],interface_pb2:91,interfer:120,intermedi:[106,114],intern:[15,20,23,30,38,53,64,91,99],internal_overrid:78,interoper:48,interpret:[47,74],interrupt:[47,49,75,80,91,93,95],interv:[7,12],introduc:[110,113,115],introduct:[100,118],invari:22,inventori:109,invest:19,investig:2,invoc:[25,110,113,117],invok:20,involv:104,io_strategi:[47,75,91],iostrategi:[75,91],irrevers:25,is_avail:136,is_castable_from:[76,95],is_complet:[71,74,75],is_distribut:136,is_empti:91,is_initi:136,is_multipart:85,is_par:[35,92],is_schedul:71,isfil:[95,137],isn:[74,95],isol:[0,11,105,109],issu:[2,14,103,104,120],item:[7,22,46],iter:[19,23,66,70,77,96,103,113,123],iter_chunk:95,iteract:115,iterate_modul:96,iterate_node_execut:66,iterate_registerable_entities_in_ord:96,iterate_task_execut:66,its:[0,8,10,15,17,20,22,23,30,38,47,49,93,103,106,109,113,115,123,131,132,136],itself:[0,2,20,45,47,59,74,78,95,125],java:[22,60,95],javascript:0,job:[40,46,54,57,59,75,84,91,95,103,113,132,136,138],join:70,jpg:125,json:[4,10,20,22,42,47,76,93,95,112],jsonpath:11,jump:101,just:[8,11,20,49,74,78,82,83,114,115,123,125,128,133],jwt:2,k8s:[7,8,47,59,91,95,96,136,137],kafka:14,katib:113,katrogan:23,keep:[20,59,71,103,120],kei:[4,10,11,13,14,15,20,23,28,46,48,70,71,77,78,91,92,95,117,124],keyvaluepair:47,keyword:[80,95],kick:[33,51,115,118],kickoff:33,kickoff_time_input_arg:[33,71,91,118],kind:[11,42,73,81,82,83,93,113],kit:[115,125],knob:[101,104],know:[22,42,73,74,113,124,131,132,133],knowledg:36,known:[39,47,68,74,76,77,113],known_loc:[76,77],known_remote_loc:77,kube:[7,122],kubeapi:11,kubeconfig:7,kubectl:[8,11,13],kubeflow:[57,95,136],kuberent:8,kubernet:[0,1,5,7,8,9,10,13,15,28,47,71,78,80,91,95,108,116,117,136,137,138],kubernetes_service_account:[23,27,71,78,91,122],kustom:[10,11,13],kwarg:[66,71,73,74,75,80,83,95,96,136],l187:20,l27:20,l30:47,l623:20,l80:47,l92:20,label:[9,11,25,27,28,71,74,75,81,82,83,91,95,103,116,123,129],label_overrid:[71,74,75,81,82,83],lack:[51,84],lambda:[80,113],languag:[0,21,46,97,100,102,109,112,113],lanugag:112,laptop:128,larg:[7,20,25,47,91,103,132],larger:22,last:[7,25,27,29,35,80,118],latenc:[17,91,120],later:[96,112,133],latest:[47,75,78,81,82,83],lauch_plan:15,launch:[0,2,7,10,11,12,14,15,22,23,25,27,29,45,49,51,54,61,66,67,71,74,75,78,81,82,83,91,93,96,104,108,109,112,114,115,116,118,122,126,129,132],launch_plan:[14,15,25,26,28,43,64,66,67,81,82,83,93,99],launch_plan_id:[81,82,83],launch_plan_identif:66,launch_plan_name_format:78,launch_plan_pb2:[70,71,91],launch_plan_spec:66,launch_with_liter:[71,74,75],launchabl:[64,71,75],launchableent:[71,74,75],launcher:[5,9],launchplan:[22,23,66,81,82,83,91,105,109,132],launchplan_ref:[49,71,93],launchplanabstractgroup:70,launchplanclosur:91,launchplanexecutegroup:70,launchplanmetadata:91,launchplanspec:[66,70,71,91],launchplanst:[66,71,81,82,91,118],layer:[14,20,22,38,47,48,91],lazy_load:[64,99],lazy_load_modul:96,lazy_loading_plugin:96,lazyloadplugin:96,lead:[2,113],leader:[5,9],leaderelector:7,leadership:7,leak:73,learn:[8,100,102],learning_r:136,leas:7,least:[13,74],leav:126,left:93,left_express:[39,93],left_valu:[39,93],leg:2,less:[15,22,39,46,78],lessthan:91,lessthanorequ:91,let:[10,11,13,16,22,113,118,125],level:[0,4,5,7,9,11,14,15,19,20,21,25,31,39,46,47,49,53,78,80,91,93,95,111,113,115,120,131,135],leverag:[0,14,23,74,136],lexicograph:77,lib:136,libari:17,librari:[14,78,95,120,125],lifecycl:[15,104,137],lifetim:25,like:[0,2,10,11,12,13,15,17,20,23,31,42,44,47,48,51,66,67,74,78,91,95,102,103,110,112,113,114,118,123,125,132,133,135,136,137],likewis:11,limit:[4,7,10,11,13,15,23,27,28,29,35,47,48,66,78,91,105,111,123,135,136],line:[0,2,7,11,13,30,66,95,104,116,123,125],lineag:12,link:[5,9,23,25,29,35,42,49,71,75,80,95,102,109,123,125,126],linux:78,list:[2,6,8,10,13,14,15,16,22,23,25,27,29,30,34,35,36,38,40,42,47,48,49,66,70,71,74,75,76,77,78,81,82,83,91,92,93,95,96,103,115,118,126],list_active_launch_plans_pagin:66,list_command:70,list_dir:71,list_executions_pagin:66,list_launch_plan_ids_pagin:66,list_launch_plans_pagin:66,list_node_execut:66,list_node_executions_for_task_pagin:66,list_node_executions_pagin:66,list_project:66,list_task_executions_pagin:66,list_task_ids_pagin:66,list_tasks_pagin:66,list_workflow_ids_pagin:66,list_workflows_pagin:66,listexecut:15,listimpl:76,listlaunchplan:15,listnodeexecut:15,listtask:15,listtaskexecut:15,listtaskid:15,listworkflow:15,listworkflowid:15,liter:[16,22,44,45,49,64,66,67,71,74,75,76,77,81,82,83,93,95,97,98,99],literal_input:[71,74,75],literal_map:76,literal_model:[76,95],literal_typ:[71,76,97,98],literalcollect:91,literalmap:[25,27,29,35,47,66,67,71,74,75,76,81,82,83,91],literalmap_format_json:91,literalmap_format_proto:91,literalmap_format_yaml:91,literalmapblob:91,literals_pb2:[76,91],literaltyp:[45,46,71,76,91,95,97,98],littl:132,live:[11,13,17,91,102,120],load:[0,1,8,9,11,14,17,47,70,74,76,95,96],load_proto_from_fil:71,load_workflow_modul:96,loader:[64,71,74,75,99],local:[4,8,13,17,21,22,47,64,75,77,78,84,85,91,95,101,125,128,129],local_execut:75,local_file_proxi:[64,84,85],local_path:[76,77,85,86,89],local_sandbox:78,localdatacontext:85,localfileproxi:88,localhost:[8,17,125,126],localstorag:17,localtestfilesystem:95,localworkingdirectorycontext:85,locat:[4,7,16,17,19,47,76,77,78,84,95,104,125,133],lock:7,log:[0,4,5,7,9,17,35,42,51,75,78,80,81,92,95,123,125,131],log_backtrace_at:7,log_dir:7,log_interv:136,logger:[5,9],logging_level:78,logic:[0,14,15,20,22,34,47,70,75,76,80,91,95,104,109,115,123],logicaloper:93,logtostderr:7,long_str:[76,95],longer:[11,13,23],longhand:95,look:[0,2,11,13,17,20,47,74,78,118,125,135],look_up_version_from_image_tag:78,lookup:[2,47],loop:[7,20],lose:47,lot:135,love:103,low:[21,84,131],lower:[80,95,105],lp_argument:70,lsof:78,lte:[15,39,93],lyft:[2,8,13,16,20,49,93,100,102,103,104,105,115,125,126],lytekit:76,mac:8,machin:[0,8,13,77,100,102,104,125],made:[2,20,47,78,91,124],mai:[2,10,23,25,27,28,29,32,33,35,37,39,42,45,46,48,49,51,95,103,109,123,124,125,126],main:[11,14,19,38,47,64,67,91,120],main_application_fil:[75,95],main_class:[75,91,95],mainapplicationfil:60,mainclass:[60,95],mainli:51,mainta:103,maintain:[84,100,102,103],major:[0,21,103],make:[8,10,11,13,17,19,20,22,47,49,73,77,93,102,103,104,108,112,113,118,121,124,125,128,136],makefil:125,manag:[0,1,5,7,10,12,13,15,23,47,76,77,91,95,102],mani:[15,34,103,110,114,118,120,124,132],manipul:132,manual:[17,22,25,91,103,124],manual_se:136,map:[7,15,20,22,23,25,28,34,36,38,45,46,48,60,67,71,75,76,77,91,93,111,113,131,132,138],map_of_bind:71,map_value_typ:[48,91],mark:[40,45,49,54,91,93,95,103,113,121,124,125],marker:47,marshal:20,massiv:[0,113],master:[7,8,19,47,95,136],match:[10,22,28,45,46,48,49,54,66,74,77,80,91,93,95,103,108,110,125],matchabl:[10,15],matchable_attribut:10,matchable_resourc:[26,64,99],matchable_resource_pb2:91,matchableresourc:[32,37],matching_attribut:[32,37,66],matchingattribut:[10,32,37,66,91],matter:95,matthewphsmith:74,max:[7,47,80,95],max_concurr:[75,95],max_failur:80,max_size_mb:4,maxdownloadmb:4,maximum:[4,7,66,95],mean:[15,17,20,66,74,78,91,110,114,124,133],meaningless:137,meant:[10,13,71,74,105,117],measur:[7,120],mechan:109,medium:[46,95,103,137],meet:103,mem:4,memoiz:[18,109],memori:[4,10,13,20,28,47,74,78,80,91,95,113,137,138],memory_limit:[75,80,95],memory_request:[75,80,95],mention:[20,103],mere:[70,75],merg:[19,23,25],messag:[14,15,17,20,22,25,28,29,35,41,42,46,48,52,56,58,77,93,95,104,106,115,119,137],message_format:[42,93],messageformat:93,met:[40,54,91],meta:[16,66],metaclass:[71,74],metadata:[5,7,9,11,16,23,25,27,29,34,35,36,38,42,46,47,48,49,51,66,71,75,78,91,93,115,117],metadata_default:[49,71,93],metadata_format:75,metadata_format_json:75,metadata_format_proto:75,metadata_format_yaml:75,metadataprefix:7,metastor:[112,133],metat:77,method:[9,14,20,25,66,67,71,73,74,75,77,80,90,91,95,113,123],metric:[7,73,83,90,91,116,129],microsoft:8,might:[48,54,66,73,75,77,84,113,120,132,136],migrat:78,migration_model:14,mileston:102,mimic:80,min:47,min_success:[40,54,91,106],mind:20,minikub:8,minim:[13,17,22],minimum:[4,54,91],minio:[4,126],miniostorag:126,minut:[7,33,91,110,118],miscellan:134,miss:67,mixin:[64,71,75,96],mkdir:[11,125],mnist:136,mnist_cnn:136,mnist_pytorch_job:136,mock_stat:[64,81],mockstat:83,mode:[15,23,25,47,49,77,78,91,93],model:[22,64,66,67,70,71,72,74,75,76,77,80,81,82,83,95,97,98,99,104,113,117,121,135,136],model_fil:136,model_st:136,modif:[13,21],modifi:[13,101,137],modul:[0,5,17,99,115],module_load:[64,99],moduletyp:96,moment:[8,13,47,126],momentum:136,monitor:[15,20,95,102,112,116,137],month:[33,103],monthli:103,moon:95,more:[0,2,8,10,14,15,19,20,22,23,25,27,29,34,35,36,38,42,47,54,73,75,77,78,95,102,106,109,113,114,115,118,120,127,129,132,133,135,137],more_input:123,most:[0,2,8,15,17,20,25,27,49,54,91,95,103,110,115,123,125],mostli:[74,103],mount:[11,13,19,47,78,137],mountpath:[11,95,137],move:[103,120],much:[49,93,110,113,121],multi:[8,10,77,109,115],multipart:[47,48,77,93],multipart_blob:[47,77],multipartblob:[76,77,95],multipartblobinstanti:76,multipartcsv:[76,95],multipartcsvinstanti:76,multipl:[0,15,20,22,23,25,27,29,34,35,36,39,51,54,66,75,103,109,110,111,113,115,118,123,124,137],multiple_presto_queri:135,must:[10,14,15,17,25,27,38,46,47,48,49,66,67,71,74,75,77,80,81,91,93,95,104,113,118,125,127],mutabl:15,mute:4,my_complicated_task:123,my_contain:137,my_cron_launch_plan:118,my_domain:123,my_fixed_rate_launch_plan:118,my_flyte_project:123,my_flyte_projext:123,my_input:71,my_launch_plan:[74,117],my_lp:122,my_nod:95,my_other_project:123,my_other_task:95,my_output:71,my_pod_spec:137,my_project:123,my_protos_pb2:95,my_pytorch_job:95,my_queu:10,my_routing_group:123,my_schedul:118,my_second_task_inst:71,my_sidecar_task:137,my_single_task_execut:123,my_sub_task:95,my_task:[71,95,123],my_task_exec:123,my_task_inst:71,my_workflow_id:95,myemail:118,myexecutionlabel:117,myflytedomain:118,myflyteproject:[118,125],myimag:78,myscheduledworkflow:118,mystr:67,mytag:133,myuniqueworkflow:13,myworkflow:[95,117,118,122],name:[7,10,11,13,14,16,22,23,25,27,28,31,33,37,42,43,45,46,47,48,49,66,67,70,71,72,74,75,76,77,78,80,81,82,83,90,91,93,95,105,108,110,111,113,114,118,120,123,124,125,131,137],name_format:78,named_ent:[64,66,99],named_entity_act:23,named_entity_archiv:23,named_task:[81,82,83],namedentityidentifi:[27,66,81,82,83,91],namedentityidentifiermetadata:66,namedentitymetadata:91,namedentityst:91,namespac:[7,10,11,17,31,66,91,120,125],nativ:[74,123,137],natur:[114,132],neccessarili:124,necessari:[0,2,13,17,20,25,67,75,77,80,95,104,110,112,115,118],necessarili:[22,27,110,137],need:[0,2,7,8,11,13,16,17,19,20,22,30,36,47,49,50,51,67,71,73,74,75,77,91,93,95,113,114,118,125,126,131,132,135,136,137,138],neg:54,neither:14,neq:[39,93],nest:[25,29,39,46,90,91,95,109],nested:25,net:[10,115,126,136],netloc:78,network:[54,74,125,126],never:[23,118],new_client:90,new_config_path:78,new_nam:71,new_typ:75,newer:[80,95],newer_cli:90,newli:[0,19],next:[11,13,17,20,23,25,27,29,34,35,36,66,75,103,104,124,125],nil:[20,46],node1:95,node2:95,node:[8,14,15,22,24,25,29,35,38,39,40,42,43,44,46,47,48,51,64,66,75,81,82,83,91,93,95,99,109,120,121,126,129,132,136],node_exec:[81,82,83],node_execut:[14,15,26,64,66,71,81,82,95,99],node_execution_created_at:15,node_execution_ev:14,node_execution_id:[35,43,72,93],node_execution_identifi:66,node_execution_pb2:91,node_execution_updated_at:15,node_id:[15,43,48,71,91,93],nodea:22,nodec:22,nodeexecut:[51,66,71,91],nodeexecutionclosur:91,nodeexecutionev:[15,24],nodeexecutiongetdatarespons:[66,91],nodeexecutionidentifi:[25,29,35,51,66,91,93],nodeexecutionphas:93,nodej:17,nodemetadata:93,nodeoutput:71,nodeport:8,non:[7,15,25,27,29,54,91,95,117],non_recover:[41,93],none:[25,46,48,49,66,68,70,71,73,74,75,76,77,78,80,81,82,83,85,90,91,92,93,95,96],none_typ:[46,91],nonetyp:76,noop:7,nor:14,normal:[20,78,136],noschedul:136,note:[8,10,13,17,20,21,30,47,54,66,71,73,74,75,78,80,95,96,113,115,118,125,126,132,135,136],notequ:91,noth:[71,118,133],notic:[11,124],notif:[14,24,25,26,27,64,74,75,81,82,83,91,99,104,110,112,116,118,123,129],notifi:[47,118],notification_overrid:[71,74,75,81,82,83],notificationlist:91,notimplementederror:73,notion:10,now:[11,13,20,115,118,125,126],npm:17,num_rides_complet:135,num_work:136,number:[7,23,27,29,35,40,46,47,49,51,54,57,66,78,80,84,91,95,104,113,132,133,136],numpi:96,nwdwxc7fjnksj9rtzdvbm894pjlvdgrm_extern:135,nwdwxc7fjnksj9rtzdvbm894pjlvdgrm_temp:135,oauth2:[2,78],oauth:[2,78,115],oauthcallbackhandl:68,oauthhttpserv:68,object:[2,7,8,9,20,23,25,27,30,38,47,48,56,58,66,68,70,71,74,75,76,77,78,80,81,83,84,85,90,91,92,93,95,96,97,98,117,118,120,121,125,135],observ:[7,27,71,74,75,126],obsess:103,obtain:[67,112],obviou:2,occur:[24,51,124],occurred_at:51,off:[0,11,33,51,101,115,118,120],offer:[14,22,113,122,125,132],offici:[115,135,136],offload:[0,14,16,46,47,91,125],offset:66,often:[20,103,109,115],okta:2,old:[13,124],older:124,omv4ybckx:2,on_failur:[49,71,93,95,121],onc:[8,11,17,20,66,71,75,91,110,118,121,132],one:[2,8,11,13,15,17,19,20,22,23,25,27,28,29,33,35,38,39,45,46,48,49,51,66,84,91,93,95,96,103,104,106,109,110,118,120,124,125,131,132,135,137],one_dai:118,one_last_execut:118,oneof:[46,47],ones:13,onfailurepolici:[71,93,95,121],ongo:103,oni:11,onli:[2,4,5,8,9,10,11,15,17,20,21,22,23,25,27,28,29,33,35,38,39,45,46,47,48,49,50,51,66,71,73,75,77,78,91,93,95,96,101,106,110,111,114,115,118,132],onto:47,opaqu:[11,120],open:[2,11,13,47,78,103,125,126],openid:[2,68],oper:[0,14,15,22,57,75,93,95,101,113,136],operand:[22,93],opfil:125,oppos:66,opt:113,optim:[20,101,136],optimist:54,option:[1,7,8,9,15,20,22,23,25,27,29,33,35,38,40,45,46,47,49,66,71,74,75,76,77,78,80,91,93,95,103,109,110,113,115,117,123,135],order:[0,8,10,11,13,19,22,23,27,29,34,35,36,39,48,49,70,71,77,78,93,95,113,114,124,127,135,136],ordiat:103,ordinari:[123,137],ordinarili:114,org:[47,78],organ:[1,2,101,104,125,129],orient:136,origin:[17,25,41,51,67,124,136],other:[2,7,10,13,17,20,22,27,30,36,47,49,54,66,74,76,91,93,95,96,108,111,112,113,114,115,118,121,126,131,132,135],other_env_vari:2,other_input:123,other_task:132,other_task_out:132,other_typ:77,otherwis:[47,71,74,75,78,80,120],our:[0,2,10,11,13,14,20,42,73,76,103,104,118,125,126],out1:[95,137],out2:95,out:[2,7,13,14,36,42,59,68,71,74,91,95,101,113,122,123,131,132,138],out_list:95,outcom:132,output:[8,15,16,20,22,25,27,29,34,35,36,38,40,45,46,47,48,49,51,54,64,66,71,74,76,77,82,83,91,93,95,109,113,114,115,123,124,125,126,131,132,133,135,136,137,138],output_a:135,output_alias:[49,93],output_bind:71,output_data_dir:75,output_fil:125,output_link:71,output_m:135,output_path:[47,91],output_result:[25,29],output_schema:[75,123,135],output_uri:[29,35,51,91,92],outputparametermapp:71,outputrefer:[46,49,71,75,91],over:[14,25,26,70,77,103,104,115,118,137],overal:[29,47,49,103],overhead:[17,104],overlai:[10,11,13],overrid:[7,10,13,15,20,23,25,27,71,75,80,81,82,83,91,95,120],overridden:[110,118],overriden:118,overview:[1,14,15,109,110,129],overwrit:[66,77,84,133],overwritten:[77,137],own:[0,2,9,17,20,30,84,111,117,120,138],owner:[2,47,73,103],p_task:135,pack_python_std_map_to_literal_map:76,packag:[2,14,50,99,115],page:[14,19,23,25,27,29,34,35,36,66,120,126],pager_duti:[23,71,91],pagerduti:[23,71,119],pagerdutynotif:91,pagin:66,pair:[10,46,74,91,95,117],panda:[77,95,96],parallel:[54,91,95,106,109,114,136,138],param:[15,16,66,67,70,71,72,75,76,77,80,81,82,83,84,91,95,96,97],paramet:[5,9,49,66,67,70,71,72,74,75,76,77,78,80,81,82,83,85,86,87,88,89,91,92,93,95,96,98,109,110,113,115,117,119,120,124,134,136],parameter:16,parameter_map:67,parametermap:[27,67,91],parametermapp:71,parent:[36,51,75,91],parent_id:51,parent_node_execut:25,parent_node_execution_id:51,parent_task_metadata:51,parquet:[48,78,95,133,135],parquet_engin:78,pars:[0,46,67,68,72,76,78,95],parse_args_into_dict:67,parsed_imag:125,part:[15,20,38,46,47,71,74,77,103,115,124,137,138],parti:2,particular:111,particularli:[49,93],partit:[54,77,138],partition_filt:80,partition_nam:80,partitions_in_t:77,pass:[15,22,23,25,27,29,35,36,71,73,75,78,80,81,82,83,91,95,104,110,115,119,121,122,123,125,131,132,137],password:[2,13,70,78,125,126],passwordpath:13,past:0,patch:[13,103],path:[2,7,15,29,35,47,70,71,77,78,85,86,87,88,89,91,95,96,126,137],pattern:[0,15,17,133],payload:17,pb2:91,pb2_objct:93,pb2_object:[71,76,91,92,93],pb2_type:71,pb_field_kei:76,pb_object:76,pb_type:[76,95],pend:[25,95],per:[4,7,10,47,49,66,78,95,109,110,136],per_replica_cpu_limit:[75,95],per_replica_cpu_request:[75,95,136],per_replica_gpu_limit:[75,95,136],per_replica_gpu_request:[75,95],per_replica_memory_limit:[75,95,136],per_replica_memory_request:[75,95,136],per_replica_storage_limit:[75,95],per_replica_storage_request:[75,95],percentag:4,perfectli:118,perform:[104,115,135],performancetim:71,perhap:75,period:[0,7,20,113,124],perman:133,permiss:[23,27,122],permit:15,persist:[0,13,14],persona:101,phase:[14,15,23,25,27,29,35,51,61,71,91,92,119,120],phase_vers:51,philodendron:123,photo:126,physic:[80,95],pi_val:138,piec:[54,77],pillar:103,pin_memori:136,pip:[115,136,137],pipe:17,pipelin:[2,90],pitfal:103,pkce:[2,68,78],pkg:[14,47,70,96],place:[13,77,78,118,126],plan:[0,2,7,10,14,15,22,23,25,27,45,49,66,67,71,74,75,78,81,82,91,93,96,108,109,114,115,116,118,122,126,129],plane:[1,2,7,9,20,26,52,53,125],plane_fnam:125,plant:123,platform:[17,23,25,27,64,71,73,74,75,80,95,99,100,102,103,114,115,120],platform_valid_nam:74,playground:8,pleas:[2,8,10,19,20,22,66,78,103,113,120,138],plug:22,pluggabl:135,plugin:[0,5,9,13,19,22,34,35,42,47,51,53,64,91,99,101,113,133,136,137],plugin_nam:96,plugin_requir:96,png:126,pod:[0,8,11,13,47,59,75,136],pod_spec:[59,75,91,95,137],podiniti:42,podspec:[59,75,91,95,137],point:[11,13,23,54,74,77,78,91,103,131,135],polici:[71,95,116,129],poll:[0,74],poll_interv:74,pollut:120,pop_al:71,popul:[23,27,30,32,35,37,47,75,95],port:[7,13,17,47,78,80],portabl:[22,47],portion:[17,78,80,95],posit:[54,91],posix:71,possibl:[2,41,47,66,112,113,114,120],post:125,postgr:[13,14],postgresql:[8,13],potenti:[101,103,132],power:[22,104,133],practic:104,pre:[0,22,47],prebuilt:[115,136],preced:47,predefin:[27,47,110,118],prefer:[25,103,117],prefix:[7,17,75,78,90,115,120],prepar:[71,95],prerequisit:9,present:[27,71,74,75],pressur:133,presto:[55,64,71,75,99,129,134],presto_dynam:135,presto_result:135,presto_task:[64,71,135],prestoqueri:91,prestoworkflow:135,presum:67,pretti:[133,138],prevent:[7,17],previou:[25,112],previous:[20,47,66,108,123,125],price:104,primari:[14,15,20,38,59,75,93,95,118,133],primarili:[14,115],primary_contain:[95,137],primary_container_nam:[59,75,91,95,137],primit:[15,22,39,47,64,71,91,93,95,101,109,115,125],primtiv:49,princip:[2,25,91],print0:13,print:[11,123,131,137,138],print_funct:[125,137],priori:133,priorit:103,prioriti:103,privileg:122,proactiv:103,problem:104,process:[0,7,8,13,14,19,22,25,34,38,51,54,91,100,102,103,104,109,113,114,115,123,125,129],produc:[20,22,25,34,35,36,40,41,48,67,71,75,76,77,95,106,109,113,114,120,124,126,133],producer_id:51,product:[1,8,9,10,31,75,103,104,105,115,120,123,124],prof:7,profil:7,program:[0,46,70,71,80,95,100,102,109,112,113],programmat:118,progress:[7,20,25,49,52,71,74,75,93,103,112,113,121,123],project:[9,10,14,15,16,17,23,25,26,27,28,32,37,43,64,66,70,71,72,74,75,81,82,83,93,95,99,109,110,113,114,122,123,124,126,129,137],project_domain_attribut:[10,26],project_pb2:[66,91],projectdomain:28,projectdomainattribut:15,projectnam:10,projectquotacpu:10,projectquotamemori:10,projectregisterrespons:66,promis:[46,64,83,91,95,99],promiseoutputrefer:75,promot:71,promote_from_model:[71,72,75,76,77,95],prompt:78,propag:41,propel:[5,9,13,15,16,19,36,51,75,91,120],proper:[15,75],properli:[76,77,78,104],properti:[21,47,66,68,71,73,74,75,76,77,81,83,90,91,92,93,95],propos:103,protect:[11,84],proto:[10,14,15,20,26,44,52,55,63,64,71,91,92,93,95,96,119,137],protobuf:[0,15,20,25,27,29,34,35,36,42,46,47,48,49,51,76,91,95,103,106,109,112,114,137],protobuftyp:76,protocol:[17,22,44,46,47,52,53,55,102],prototyp:103,proven:[12,104],provid:[0,1,2,5,8,9,13,14,17,18,21,22,23,25,27,29,34,35,36,41,43,44,47,51,53,55,63,66,71,74,75,77,80,91,95,104,105,109,111,112,113,116,124,125,138],provis:104,proxi:[15,90],pseudo:84,ptional:50,pub:112,publicli:126,publish:[7,14,19,30,78,112],pubsub:[14,52],pull:[49,93,115,120],pure:[109,112,113],purpos:[8,15,47,78,95],purposefulli:[23,27,32,37],push:[8,75],put:[10,95],put_data:85,pyarrow:96,pyflyt:[64,67,78,125,126],pyspark:96,python3:115,python:[0,19,20,22,47,51,60,67,71,74,75,78,83,91,95,96,97,102,115,125,134,137],python_std_to_sdk_typ:[76,97,98],python_task:[71,74,95,123,124,125,131],pythonpath:95,pytimepars:[76,95],pytorch:[55,71,95,96,129,134],pytorch_task:[64,71,95,136],pytorchjob:[91,95],q64oxuoxt:2,q8mvene1wzq4:126,qualifi:[91,111],qualiti:103,quantiti:[47,91],qubol:[6,55,64,75,95,99,133],qubole_hive_task:[95,133],qubole_spark_task:95,qubole_work:20,qubolehivejob:91,queri:[8,14,15,16,20,22,23,25,27,29,34,35,36,58,66,75,76,77,82,91,95,112,113,135],query_collect:[58,91],question:91,queu:[15,42,71,91,93,95,120],queue:[5,9,14,28,49,68,91,120],queuing_budget:[49,71,93,95],quick:[109,127,129],quickli:[19,121],quota:[10,28,42,91],qwerti:123,rais:[41,66,71,74,75,76,77,95,96],ran:25,randint:95,random:[64,95,99,113],randomli:[66,77,115],rang:[118,132,136,138],rapid:103,rate:[7,33,80,91,109,118],rate_unit:110,ratelimit:7,rather:[25,77,133],ratio:95,raw:[8,10,15,47,64,71,91,99,103],raw_contain:[64,71],raw_container_task:71,raw_valu:75,rawsynchronousflytecli:66,reach:[36,40,71,74,75,109],read:[8,10,13,21,47,66,67,70,77,78,95,100,102,103,112,113,125,135],readabl:[15,83,91],reader:95,readi:[8,13],real:109,realiz:[103,118],realtim:112,reason:[17,20,22,25,41,78,121,135],receiv:[22,30,66,91,95,103,112,120,124,137],received_typ:73,received_valu:73,recent:[25,95],recipi:[23,30,119],recipients_email:[23,30,71,91],recogn:0,recommend:[17,47,80,84,95,101,113,128],reconcil:75,reconcile_partial_pod_spec_and_task:75,record:[7,13,25,29,35,51,108],recov:[80,95],recover:[41,46,91,93],recoverableexcept:[80,95],recurs:[71,95,132],redefin:[14,110,118],redi:47,redirect:[2,78],redirect_path:68,redirect_uri:[68,78],reduc:[113,132,138],reeval:7,ref:14,refer:[6,7,8,9,10,13,20,22,25,27,32,37,38,46,47,48,49,50,52,71,91,93,96,101,103,110,111,113,114,115,118,123,127,135,138],referenc:[15,22,23,25,27,40,50,71,91,106,112,114],reference_execut:25,reference_id:[49,71,93],refil:7,refin:133,reflect:[103,110,125],reformat:73,refresh:[2,7,15,78],refresh_access_token:68,regard:[16,27,80,95],regardless:[4,27,51,66,95],region:[4,6,13,117,118],regisri:8,regist:[8,13,14,15,16,20,22,27,36,47,64,66,67,71,74,75,78,81,82,83,96,109,112,114,115,116,125,126,131],register:[64,71,75,96],register_al:70,register_and_launch:[75,123],register_project:66,register_tasks_onli:70,registerableent:[71,74,75,96],registertask:112,registerworkflow:112,registr:[2,14,22,23,27,71,78,109,110,114,129,131,137],registri:[8,125],relat:[0,25,29,51,91,110,120],related_modul:96,relaunch:[25,121],relaunch_execut:66,releas:102,relev:[0,2,71,138],reli:[13,20,123,124],reliabl:[8,9,13,47,104],remain:[2,66,121],remot:[7,8,11,13,14,29,35,47,74,75,77,80,86,89,95,125],remote_loc:77,remote_path:[76,77,85,86,89],remote_prefix:77,remotedatacontext:85,remov:[11,13,14,75,103,124,125],rename_and_return_refer:71,render:22,renew:7,repeat:[15,40,46,106,113,120],repeatedli:[29,113],replac:[0,13,47,112,125],replica:[57,95,136],repo:[13,21,103,125,138],repons:14,report:[25,111,120],repos:14,repositori:[10,13,19,70,103,109,115,125],repres:[0,10,16,22,23,25,27,28,29,30,33,34,35,36,38,42,48,51,61,66,71,75,91,93,95,109,113,114,125],represent:[0,22,34,36,47,91,112,135],request:[0,7,10,14,17,23,24,25,27,28,29,34,35,36,47,66,68,78,91,108,109,110,112,118,125,135,136],request_access_token:68,request_id:24,requesthandlerclass:68,requir:[0,2,4,7,13,15,17,20,22,23,25,27,33,38,40,45,47,48,49,54,67,68,74,78,91,93,95,103,108,109,110,111,112,114,115,118,125,132,135,136,137,138],requisit:91,reregist:15,rerun:113,res:132,reserv:[49,93],reset_config:78,resid:115,resolv:[47,78,118],resourc:[0,1,2,9,11,13,14,15,20,23,25,27,28,29,35,42,43,49,64,66,75,80,81,82,83,91,93,95,99,104,105,109,111,112,113,115,117,121,136,137],resource_typ:[10,23,28,32,37,43,66,71,72,74,75,93],resourceentri:91,resourcenam:91,resourcetyp:[23,66,71,74,75,93],respect:[14,15,136],respons:[0,14,17,20,23,25,27,28,29,34,35,59,66,95,103],response_blob:95,rest:[0,15,20,22,26,53,91,133],restart:20,restrict:[46,54,110,132],result:[23,25,27,29,34,35,36,39,66,77,78,80,84,95,109,124,132,135],retain:7,retri:[7,41,46,47,49,51,75,80,91,93,95,104,113],retriev:[0,2,11,16,20,23,29,35,46,48,66,70,74,108,112,113,135],retry_attempt:[15,43,51,72,93],retry_count:91,retryabl:95,retryattempt:51,retrycount:58,retrystrategi:[47,49,91,93],returnoutputstask:83,reusabl:34,revers:[15,77],revis:[16,34,36],rewritten:15,rfc1808:78,rfc3339nano:15,rfc:9,rich:104,right:[74,93],right_express:[39,93],right_valu:[39,93],roadmap:[100,102],robust:104,role:[13,27,71,78,91,116,129],roll:2,root:[39,47,115],root_input_path:83,rout:[17,75,135],routin:14,routing_group:[56,75,91,123,135],row:66,rpc:[0,66],rpcerror:66,rst:21,rtype:[66,67,70,71,72,74,75,76,77,80,81,82,83,86,87,88,89,91,92,93,95,97,98],rule:[112,132],run:[0,2,7,8,10,11,12,13,15,16,18,19,20,25,28,29,33,35,40,42,47,49,51,54,74,75,76,77,78,80,91,93,95,103,106,110,114,115,118,120,121,123,124,125,128,131,132,133,135,136,137,138],run_dat:118,run_edge_detect:125,runbook:19,runnabl:54,runtim:[47,49,76,78,91,114],runtimemetadata:[91,131],runtimetyp:91,runtocompletionwf:121,s3proxi:[64,84,85],safe:71,sai:[10,118],said:[27,103],same:[13,17,19,20,22,29,49,66,67,71,78,90,91,93,103,110,111,112,113,114,115,118,123,124,125],sampl:[10,118],sample_s:118,sample_task:74,sandbox:[9,10,14,85,88,125,126,127],satisfi:[20,49,81,91],satsifi:22,save:[20,104,109,114,125,135,136],scala:[60,95],scalabl:[0,8,11,100,101,102],scalar:[71,76,91],scale:[0,1,7,8,9,101,103,104],scan:74,scenario:103,scene:135,schedul:[0,9,14,15,25,26,27,49,64,66,93,99,104,105,109,124,129],schedule_express:91,schedule_pb2:91,scheduled_at:25,schema:[0,22,47,48,56,64,71,75,91,95,96,120,123,135],schema_1:133,schema_2:133,schema_instanti:76,schema_instantiator_from_proto:76,schema_to_table_name_map:[76,77],schema_typ:[76,77],schemacolumn:[77,91],schemacolumntyp:91,schemainstanti:76,schematyp:[46,76,77,91],scienc:104,scope:[2,15,22,64,70,71,78,83,90,120],scopeablestatsproxi:90,scratch:[95,125],script:[2,95],scroll:126,sdk:[0,2,19,22,47,48,56,58,64,67,71,75,80,81,91,97,99,102,110,114,120,125,131,133,135,137],sdk_base:[64,76,99],sdk_branch:71,sdk_column:77,sdk_default:71,sdk_dynam:[64,71,95],sdk_in_contain:[64,67],sdk_launch_plan:[71,81,82,83],sdk_node:71,sdk_node_execut:81,sdk_python_venv:78,sdk_requir:71,sdk_runnabl:[20,64,71,80,81,95],sdk_runnable_task:75,sdk_task:[71,81,82,83],sdk_task_execut:81,sdk_type:[71,75,76,95,125,135],sdk_valu:75,sdk_wf_exec:[81,82],sdk_workflow:[71,81,82,83],sdk_workflow_execut:81,sdkdynamictask:[75,95],sdkgenericsparktask:75,sdkhivejob:75,sdkhivetask:[75,95],sdklaunchplan:[71,81,82,83],sdknode:[71,95],sdknodeexecut:[71,75,81,82,83],sdkprestotask:[75,123,135],sdkpytorchtask:75,sdkrawcontainertask:75,sdkrunnablecontain:75,sdkrunnablelaunchplan:71,sdkrunnablepytorchcontain:75,sdkrunnablesparkcontain:75,sdkrunnabletask:[20,75,80,81,95],sdksidecartask:75,sdksparktask:[75,95],sdktask:[20,71,75,81,82,83,123],sdktaskexecut:[71,75,81,82,83],sdktasknod:71,sdktasktyp:71,sdkworkflow:[71,81,82,83,95],sdkworkflowexecut:[71,75,81,82,83,95,123],sdkworkflownod:71,sea:[117,118],sea_launch_plan:118,seamlessli:2,searchabl:103,second:[7,15,51,66,70,80,95,137],second_task:95,secondari:[95,137],secondary_contain:[95,137],secret:[2,4,11,13,70,78],secretnam:11,section:[1,11,13,14,18,52,63,78,101,103,109,115,126],secur:78,sed:13,see:[10,13,14,16,17,19,20,36,47,66,78,95,103,110,115,120,126,133,137],seed:[84,113,136],seed_flyte_random:84,seen:2,select:[76,77,95,123,133,135],select_queri:[76,77,133],self:[2,34,91],send:[0,2,11,15,24,51,135],sender:30,sender_email:30,sens:[10,47,73,80,103,118],sense_with_wait_hint:80,sensit:28,sensor:[64,71,79],sensor_task:[71,80],sensortask:80,sent:[30,51,75,135],separ:[0,11,19,29,47,74,75,84,96,109,124,132,135],seri:49,serial:[14,22,47,64,67,71,74,75,95,112],serialize_al:70,serialize_tasks_onli:70,serv:[0,14,17],server:[2,7,23,25,27,29,34,35,36,68,78],server_address:68,servic:[0,2,5,8,9,12,14,16,18,21,24,31,52,53,66,71,78,91,103,108,109,113,115,120,122],serviceaccount:116,session_id:135,set:[2,4,7,8,10,13,14,15,17,19,22,23,25,27,28,29,32,33,34,35,37,38,39,40,44,45,46,47,48,49,51,66,71,74,75,78,80,90,91,93,95,96,101,106,110,111,112,113,115,118,120,123,124,125,127,128,131,132,133,135,136,137,138],set_access_token:66,set_flyte_config_fil:78,setfilt:91,setup:[8,115,128,134],sever:[4,7,11,20,124],sgd:136,sgd_momentum:136,sha:[78,124],share:[0,4,14,15,17,23,27,95,110,118,123,124,137],shared_volume_mount:[95,137],she:112,shelf:101,shim:14,ship:[2,20],short_class_str:[76,91,95],short_str:[76,91,95],shortcut:75,shorthand:95,should:[2,4,7,13,19,20,22,23,25,28,38,40,47,49,51,54,66,70,71,73,74,75,76,78,80,81,82,83,84,91,93,95,98,103,106,118,120,124,125,126,135],should_distribut:136,shouldn:[80,95],show:[4,7,126],shown:15,shuffl:136,sibl:[84,95],side:[2,20,47,108,109,113],sidecar:[20,55,71,75,95,96,129,134],sidecar_task:[64,71,95,137],sidecarjob:91,sig:8,sign:[25,29,35,66],signal:[71,74,75],signatur:[20,113,124,125],similar:[13,71,95,135],similarli:15,simpl:[7,13,20,39,46,48,68,91,113,131,132,133,135,137,138],simple_sidecar_task:137,simplest:[8,9,13,125],simpletyp:91,simpli:[25,118],simplifi:[17,27,41],sinc:[10,11,13,15,20,36,46,74,75,103,105,111,113,121],singl:[0,8,11,13,14,15,17,19,23,25,29,35,48,66,75,80,81,82,83,93,95,110,113,114,116,119,129,135,136,137],single_step:125,singlesteptask:131,singleton:[20,70],sink:42,situat:[84,124],size:[4,7,23,54,66,91,118,132],skip:[16,20,42,66,93],slack:[23,71,91,119],slacknotif:91,sleep:[80,95,137],slight:13,slightli:[20,103,110,137],slip:103,slist:22,slow:19,small:34,snooz:104,sole:[0,104,115,137],solut:104,solv:[103,104],some:[8,10,11,13,14,20,22,25,44,49,51,67,74,78,91,93,103,109,115,118,125,126,132,135],some_task:74,some_test:95,somedock:78,someon:101,someth:[15,20,78,95,125,126,133,135],sometim:20,someversion123:78,someworflow:74,someworkflow:74,soon:[40,49,54,91,93,114,121],sort:[14,25,27,29,35,66,92,96,114],sort_bi:[15,23,27,29,35,66],sortedcontain:71,sorteddict:71,sourc:[4,7,10,19,20,51,66,67,68,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,95,96,97,98,100,101,103,109],space:[66,80,95],span:19,spark:[0,6,20,51,55,71,75,91,95,96,113,129,134],spark_conf:[75,91,95,138],spark_context:[95,138],spark_pb2:91,spark_task:[64,71,95,138],spark_typ:[64,75,91,99],sparkconf:60,sparki:95,sparkjob:91,sparkoper:138,sparktyp:95,spawn:[35,57,66,95],spec:[15,22,25,26,27,34,36,40,66,75,91,97,104,117,132,136],speci:23,special:[8,15,17,20,34,45,48,49,70,71,75,78,93,95,109,131],specif:[0,7,10,12,13,14,15,17,18,20,21,23,25,26,29,34,35,36,42,43,47,51,55,66,71,75,77,100,102,103,104,109,110,112,113,115,118,124,131],specifi:[0,2,4,7,10,13,15,17,20,23,25,40,41,46,47,49,51,66,70,71,74,75,76,77,78,80,81,82,83,91,93,95,96,97,102,105,108,109,113,115,131,136,137],speed:[19,114],spent:[25,29,35,120],sphinx:19,spike:7,spin:17,split:95,sql:[13,22],square_each:95,squish:103,ssl:4,stabil:103,stack:[7,42],stage:[10,20,105,115,124],stage_queri:[76,77],stall:17,stand:[95,115],standard:[2,7,17,47,71,74,75,78,97],start:[1,7,9,13,17,20,25,38,47,75,78,91,100,103,114,115,125,128,129,131,138],started_at:[15,25,29,35,91,92],starttask:20,stat:[64,75,81,84,116],state:[0,10,15,20,23,25,27,29,35,66,68,71,74,75,80,81,82,91,95,109,120],state_dict:136,stateless:[0,108],statement:[56,75,91,123,135],statement_templ:135,statsclientproxi:90,statsd:[64,75,90,99,120],statu:[0,23,25,27,91,104,123,137],status:14,std:[75,83],std_map:76,stderr:7,stderrthreshold:7,step1:95,step2:95,step:[19,20,22,38,47,71,95,104,106,109,112,120,126,131,132,133],still:[10,15,17,47,74,137],storag:[5,9,10,13,14,16,17,28,46,47,78,80,91,95,104,125],storage_limit:[75,80,95],storage_request:[75,80,95],store:[0,4,6,7,8,9,10,14,15,20,25,29,35,36,38,46,91,112,113,124,125,126,133,135],stori:[17,42],stow:14,str2bool:67,str:[66,67,75,91],strategi:[41,46,47,49,91,113],stream:[6,47,95],strict:[8,104],strictli:27,string:[4,6,7,15,20,22,23,24,25,27,28,29,30,31,32,33,34,35,36,37,38,39,41,42,43,45,46,47,48,49,51,56,58,59,60,61,67,71,72,76,77,78,80,91,93,95,96,97,98,110,113,118,123,124,125,135,136,137],string_valu:[46,76,77,91,95],strong:48,strongli:[16,22,45,46,47,48,49,80,93,95,113],struct:[4,20,22,27,35,46,47,48,51,91],struct_pb2:91,structur:[0,18,22,23,25,27,29,34,35,36,44,47,49,74,97,100,101,102,109],stub:66,style:12,sub:[7,29,38,71,75,80,95,112,114,115],sub_typ:76,sub_workflow:[36,38,71,92,93],sub_workflow_ref:[49,71,93],subclass:[20,71,80,95],subcommand:70,subdirectori:[11,13],subject:[30,119],subject_lin:30,submit:[0,27,75,76,77,95,104,136],submodul:[64,79,99],subpackag:99,subprocess:[64,99],subscrib:30,subsequ:[14,22,113,114,124],subset:[15,23,25,43,49,93,106],subsidiari:103,substitut:[28,83],subsystem:90,subtask:[40,54,91],subtyp:22,subworkflow:[25,36,38,40,49,71,91,93,114],succe:[25,34],succeed:[15,35,40,42,93,118,120],success:[25,40,54,66,71,91,104,112,113,115,119,120],successfulli:[13,22,25,49,93,103,115],sudo:78,suffici:[8,13],suffix:17,suit:[8,103],suitabl:2,sum:95,sum_of_list:95,summar:0,summari:[15,47,112],superclass:75,superset:95,supplement:110,suppli:[10,20,25,33,108],support:[0,2,14,15,17,22,46,47,66,76,77,78,80,91,95,106,113,115,123,132,135,136],suppos:131,sure:[20,108,118,128,136],surfac:0,swimlan:9,sync:[20,71,74,75,77,81,82],synchron:66,synchronousflytecli:66,syntax:[33,71,95,110],sys:95,system:[0,2,4,7,13,14,15,21,22,23,25,38,41,42,43,44,46,47,49,51,52,55,64,71,77,78,91,93,95,100,101,103,104,108,109,112,113,115,120,121,125,126,132],system_entry_point:73,system_gener:23,system_metadata:25,t_valu:[71,76,77,95],tab:126,tabl:[14,19,76,77,133,135],table_nam:[77,80],tag1:95,tag:[10,16,28,46,58,75,76,78,83,90,91,95,103,120,133],tag_prefix:76,taggabl:[64,75,81,84],taggablestat:[75,81,90],tailor:13,taint:136,take:[8,10,13,22,67,70,71,73,80,95,97,113,114,118,126,135,138],taken:[49,93,96],talk:[7,101],target:[4,17,19,47,49,51,91,93,114,125],target_gc_perc:4,task:[0,2,7,8,9,14,15,18,21,22,23,24,26,28,29,35,36,38,40,42,43,44,49,50,51,52,53,56,58,59,64,66,70,71,74,78,79,81,82,83,93,96,99,100,102,104,109,111,112,115,116,121,129],task_exec:[81,82,83],task_execut:[14,26,64,66,71,75,91],task_execution_created_at:15,task_execution_id:29,task_execution_identifi:66,task_execution_pb2:92,task_execution_updated_at:15,task_funct:[75,80],task_function_nam:75,task_id:[43,51,72,81,82,83,93],task_identif:66,task_input:[75,123,135],task_modul:[73,75],task_nam:73,task_name_format:78,task_nod:[49,93],task_pb2:[70,75,91],task_resourc:28,task_resource_attribut:28,task_spec:66,task_typ:[75,80],taska:22,taskb:22,taskc:22,taskcategori:47,taskclosur:91,taskcontext:20,taskdefinit:91,taskexecut:[51,66,75,92],taskexecutionclosur:92,taskexecutionev:[15,24],taskexecutiongetdatarespons:91,taskexecutionidentifi:[29,35,51,66,72,92,93],taskexecutionphas:[92,93],taskid:47,tasklog:[35,51,92,93],taskmetadata:91,tasknam:16,tasknod:[71,93],tasks_count:132,tasks_pb2:[70,91],taskspec:[66,70,75,91],tasktempl:[20,22,34,38,40,50,56,58,70,71,75,91,106],tasktyp:134,team:[0,13,102,111,124],technic:20,tediou:[0,123],tell:[2,80,95,126],temp:[19,135],tempdir:71,templat:[10,20,27,28,34,36,38,50,71,78,91,92,93,95,103,110,114,135],templatedata:10,temporari:[75,76,77,95,133],temporaryconfigur:78,tenanc:[109,115],tend:135,tensorflow:113,term:[7,115],termin:[0,15,25,29,59,71,81,82,109,119,120],terminate_execut:66,test:[4,8,17,70,78,95,101,103,113,124,125,135],test_batch_s:136,test_hiv:95,test_load:136,test_task:95,test_util:[64,99],text:[2,47,66,67,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,91,92,93,95,96,115,133,135],text_arg:67,textual:91,than:[10,15,17,20,22,25,39,46,66,75,77,95,105,126,135],thank:74,thats:8,thei:[0,2,8,10,11,17,20,22,39,70,73,82,95,101,103,108,109,117,122,123,133],them:[0,2,11,13,15,73,113,120,133,135],themselv:[10,73,102,114],then_nod:[49,93],thereaft:20,therefor:[22,70,73,95,115,123,137],theworst:15,thi:[0,1,2,4,7,8,9,10,11,13,14,15,17,18,19,20,22,23,24,25,27,28,29,30,32,34,35,36,37,38,39,40,41,42,43,45,46,47,48,49,51,52,54,56,57,58,63,66,67,70,71,73,74,75,76,77,78,80,81,82,83,84,90,91,93,95,96,101,103,104,106,108,109,112,114,115,118,120,121,124,125,126,128,129,131,132,133,135,137,138],thin:[14,66],thing:[13,66,103,118,131,133],think:[103,121,132],third:2,thorough:15,those:[2,20,67,70,80,95,103,105,113,125,132],though:[2,133],thought:[2,20],thread:7,three:[2,10,19,22,119],threshold:[7,125],threw:48,throttl:7,through:[2,10,13,15,16,17,42,101,114,120,126,128],throughout:[22,23,104],thrown:48,thu:[8,103],tied:[10,110,114],tighter:47,time:[2,7,10,15,20,22,23,25,27,29,33,34,35,36,47,49,59,66,71,74,75,77,78,80,83,90,91,95,103,104,110,112,113,114,115,118,120,123,124,132,137],timed_out:[42,93,119],timedelta:[71,74,75,76,80,91,92,93,95,118],timeout:[47,49,74,75,80,91,93,95,113],timeout_sec:[58,91],timer:[83,90,120],timestamp:[15,25,27,29,34,35,36,46,51],tip:128,tmp:91,tmp_dir:[71,75,81],tmpdir:125,to_dict:91,to_flyte_idl:[70,91,92,93],to_flyte_literal_typ:[76,95],to_literal_model:91,to_path:[85,86,87,88,89],to_python_std:[76,95],tocken:7,todo:[23,47,66,75,78,80,81,91,93,95],togeth:[0,19,21,71,102,135],toggl:15,token:[2,7,11,23,25,27,29,34,35,36,66,68,70,78],token_endpoint:[68,70],tokenpath:11,toler:[0,109,136],too:[25,91,118],tool:[0,10,13,64,75,78,99,104,112,115],toolkit:14,top:[5,7,9,14,31,103,131],top_trim:73,topic:14,topolog:96,torch:[96,136],total:[11,49],totensor:136,touch:125,tps:7,trace:[7,24,42,51,73],traceback:73,track:[15,20,71,81,104,123],trackabl:103,tradit:0,tradition:[78,123],train:[57,104,136],train_load:136,transact:[7,66],transform:[14,20,70,113,136],transit:[15,25,27,91,120],translat:[20,46,70,108],treat:124,tree:[22,39],tri:7,triag:104,trickster:74,trigger:[7,14,23,25,27,33,47,80,91,95,110,114,118,119],triggered_tim:118,trivial:137,truth:20,tsk:123,tsx:17,ttl:[7,42,93],tune:[34,113],tunnel:8,tupl:[67,76,80],turn:[10,75,104,120],tutori:[8,120,128],tweak:10,two:[17,19,22,39,113,120,133,137],txt:[95,137],type:[0,4,6,7,9,11,13,15,16,20,21,23,28,41,42,43,44,45,46,47,49,51,56,58,64,66,67,68,70,71,72,73,74,75,78,80,81,82,83,85,86,87,88,89,90,92,96,97,98,99,100,109,110,114,118,120,123,124,125,129,131,132,133,135,136,137,138],type_engin:[64,78,99],type_map:[71,76],typedcollectiontyp:76,typedinterfac:[47,49,71,75,91,93,131],typedlistimpl:76,typeengin:97,typeerror:73,types_pb2:[91,93],types_to_vari:75,typic:[8,13,78,101,105,109],uint32:[23,25,27,29,33,35,43,46,47,51,58],ultim:20,unabl:47,uncov:103,undefin:[17,42,46,93],under:[2,7,11,13,23,96,113,123,124,125,126],underli:[14,22,42,46,48,49,71,74,75,76,90,91,93,95],underneath:27,understand:[0,6,7,8,9,20,21,47,101,103,109,128,129],understood:48,unfortun:[14,15,20],unicod:113,union:84,uniqu:[14,15,16,22,23,24,25,27,29,32,34,35,36,37,38,43,46,47,48,49,51,66,71,74,75,78,91,93,110,111,113,115],unit:[22,33,46,49,64,75,80,81,91,95,103,109,113,114,118,123,125],unit_test:[75,95],unittestenginefactori:83,unittestenginetask:83,unknown:[41,42,47,91,93,120],unless:49,unlik:[0,71,135],unmanag:77,unmarsh:20,unnecessari:17,unpack:[76,91],unpack_literal_map_to_sdk_object:76,unpack_literal_map_to_sdk_python_std:76,unspecifi:[43,93],unsur:115,until:[0,17,22,59,74,132,137],untriag:103,unus:104,unvers:115,updat:[7,13,14,15,19,23,25,27,29,35,66,71,74,77,80,81,82,95,114,118,123,124],update_configuration_fil:70,update_launch_plan:66,update_named_ent:66,update_project_domain_attribut:66,update_workflow_attribut:66,updated_at:[15,25,27,29,35,92],upload:[47,75,77,85,86,87,88,89,109,125],upload_directori:[85,86,87,88,89],upload_eag:47,upload_mod:[47,91],upload_mode_eag:91,upload_mode_no_upload:91,upload_mode_on_exit:91,upload_on_exit:47,upon:[0,71,74,75,76,77,95],upper:[15,80,95],upstream:[38,49,71,93,95],upstream_ent:[71,74,75],upstream_nod:71,upstream_node_id:[49,71,93],uri:[7,25,42,46,51,77,78,91,93],url:[4,6,17,22,23,25,29,35,47,51,66,68,78,91,115,123,126],urlblob:[25,29,35,91],urllib:125,urlopen:125,urlpars:78,usabl:[66,95],usag:[19,75,111,115,116,134],use:[0,2,4,7,8,10,11,13,14,15,17,19,20,22,25,27,38,46,47,51,67,75,78,80,91,95,103,105,110,112,114,116,123,124,125,126,132,135,136,137,138],usecas:7,used:[2,4,7,10,13,14,15,17,19,20,22,23,25,26,27,28,29,31,34,35,36,38,45,47,48,49,52,66,68,71,75,77,78,80,84,91,93,95,103,110,114,115,117,123,125,131,137,138],useful:[2,18,25,49,71,75,93,95,104,124],usefulli:75,user:[1,2,5,8,9,10,13,20,22,23,25,27,34,41,42,43,47,64,66,71,74,75,76,78,80,83,91,95,97,98,100,102,103,104,108,109,111,112,113,114,116,118,123,124,131,133,135,136,137,138],user_entry_point:73,user_id:95,user_input:71,usernam:[2,13,78,115,125,126],users_t:95,uses:[0,4,5,7,8,12,14,15,38,47,71,75,78,102,112,115,117,131,138],using:[0,2,4,7,13,17,25,39,47,49,57,67,70,78,81,82,91,93,95,101,103,104,109,110,111,112,113,114,115,120,123,125,126,129,131,132,133,135,136,137,138],usual:[2,17,49,77,97,103,115,120],util:[14,64,75,81,99,115,125,136],uuid:16,val:[4,6,7,91,138],valid:[0,10,14,22,23,30,46,47,48,49,71,75,78,91,93,95,104,108,110,112,114],valid_phas:71,valu:[2,5,7,9,10,14,15,16,17,20,21,23,25,27,28,29,33,34,35,36,38,40,43,45,46,47,48,49,54,66,67,70,71,73,75,76,77,78,81,82,83,91,92,93,95,97,110,115,117,118,121,124,125,126,131,132,137,138],value_in:15,value_to_print:131,valueerror:73,valuein:91,vari:15,variabl:[2,4,10,22,28,33,39,46,47,48,49,67,70,71,74,75,78,80,91,93,95,108,110,113],variable_dict:67,variable_proto:91,variablemap:[27,91],varieti:[34,104,114],variou:[7,22,42,44,47,49,51,53,55,101,103,113,120,135],variti:132,varriou:22,vector:2,veloc:103,venv:115,verbose_class_str:91,verbose_messag:73,verbose_str:[76,91,95],veri:[15,17,22,103,113,132],verifi:19,version:[15,16,20,22,23,27,34,36,43,47,51,66,70,71,72,74,75,78,83,91,93,95,103,108,109,110,113,115,123,124,126,129],via:[0,42,66,70,71,122,136,138],view:[0,17,66,101,112,135],virtual:[8,19,115],virtualenv:115,visibl:[22,23,120],visit:[104,123,125,126],visual:[0,38,112],volum:[11,95,137],volumemount:[11,95,137],volumesourc:[95,137],wai:[2,10,13,15,20,22,101,110,113,115,122,124,125,132,138],wait:[7,22,49,61,74,91,118,137],wait_for_complet:[74,123],waitabl:[20,55],waiting_for_resourc:42,walk:[10,16],want:[2,8,10,11,13,15,19,20,42,66,75,84,102,103,118,123,127,129,135,136],warn:[8,80,91,95],wast:[113,121],wastag:109,watch:7,water:109,web:[0,2,17,104,113],webpack:17,week:33,weird:73,welcom:[100,103,112],well:[2,7,8,14,17,22,25,27,34,35,44,46,68,75,101,106,110,113,117,124,132,133,136],were:[13,15,20,49,70,77,91,93],wf_exec:[81,82,83],wf_exec_id:[61,81,82,83],wf_handl:95,wf_param:[71,74,95,123,124,125,133,135,137],wfparam:[95,137],wfs:22,what:[10,18,19,20,21,22,29,46,70,71,73,91,100,102,109,116,125,132],whatsoev:20,wheel:115,when:[2,4,7,10,16,17,18,20,25,27,33,42,46,47,49,51,66,67,71,73,74,75,77,78,80,91,93,95,104,108,112,113,114,120,121,123,124,125,126,131,133],whenev:[49,93,95,115,120],where:[0,2,4,7,10,15,22,25,28,29,35,39,42,46,66,74,75,77,78,82,84,91,95,103,123,124,126,132,133,135,138],wherea:[20,117],wherev:47,whether:[7,15,35,47,49,71,74,75,76,77,78,80,85,86,87,88,89,91,95,113,115,120],which:[6,7,8,10,13,14,15,17,20,22,23,25,27,28,29,32,33,34,35,36,37,47,51,66,67,70,71,74,75,77,78,90,91,95,103,109,110,112,113,114,115,117,120,125,131,132,133,135,137,138],whichev:91,who:[2,84,101],whose:[49,95],why:[116,129,135],wide:122,widget:123,widgetmodel:10,wildcard:78,window:[17,78],wish:[2,15,27],with_overrid:71,within:[1,2,8,23,25,27,28,31,43,47,48,71,73,74,75,80,91,95,103,108,111,114,115,137],without:[2,17,47,78,95,109],won:[17,22,115],word:[66,67,91,114,115],work:[0,8,47,56,58,75,80,95,101,102,104,114,116,125,128,134,135],workaround:46,worker:[0,7,57,95,136],workers_count:[75,91,95,136],workflow:[0,2,5,8,9,10,11,12,13,14,15,22,23,24,25,26,27,28,29,31,33,34,37,38,42,43,44,47,50,51,52,64,66,70,74,75,78,81,82,83,91,96,99,100,102,104,105,106,109,110,111,112,113,115,117,118,119,120,121,123,124,127,128,129,132,133,135,136,138],workflow_attribut:[10,26],workflow_class:[95,118,121,125,135],workflow_closur:[44,64,99],workflow_closure_pb2:91,workflow_execut:[64,75,81,82,83,99],workflow_execution_id:29,workflow_execution_identifi:66,workflow_id:[25,27,61,71,81,82,83,91,95],workflow_identifi:66,workflow_nam:120,workflow_name_format:78,workflow_nod:[49,93],workflow_node_metadata:[29,51],workflow_packag:78,workflow_param:136,workflow_paramet:[131,132,138],workflow_pb2:[70,71,92,93],workflow_spec:66,workflowattribut:[15,28],workflowclosur:[91,92],workflowexecut:[23,25,51,61,119,123],workflowexecutionev:[15,24],workflowexecutiongetdatarespons:[66,91],workflowexecutionidentifi:[25,29,51,61,66,72,74,81,82,83,91,93],workflowexecutionphas:[91,93,118],workflowmetadata:[71,93,95,121],workflowmetadatadefault:93,workflownod:[29,38,71,93],workflowspec:[66,70,71,92],workflowtempl:[36,38,40,50,70,71,91,92,93,106],working_dir_prefix:71,working_directori:[75,81],workload:[0,91,104,132],workqueu:7,world:[10,95,109,137],world_siz:136,worri:[20,73],worth:118,would:[10,15,17,47,70,74,78,84,95,103,119],wrap:[20,66,73,75,76,80,95],wrapper:[20,66,68,71,73,95],wreak:120,write:[7,20,77,82,95,102,104,114,123,127,129,133,137,138],write_proto_to_fil:71,writer:[95,136],written:[4,5,19,22,47,77,80,95,114,126],wrobert:[76,95],wrong:118,www:[47,78],xarg:[11,13],xrang:95,xyz:74,yaml:[7,8,10,11,13,47,112],yarn:17,year:[33,118],yet:[10,22,47,123],yield:[15,74,95,132],you:[0,2,8,10,11,13,14,15,17,20,27,66,71,74,75,104,108,110,118,119,120,123,124,125,126,127,128,129,132,135,136,137],your:[1,2,8,9,10,11,19,20,27,49,75,110,115,116,117,118,122,123,124,126,127,128,129,133,136,137,138],your_aws_access_kei:13,your_aws_secret_kei:13,your_database_password:13,your_database_usernam:13,yourself:[1,10,115],yourworkflownam:10,zero:[95,106,118]},titles:["Architecture","Administrator Docs","Authentication","FlyteAdmin Configuration","Common configuration across all backend components","Configure Flyte backend","Plugin Configuration","Propeller Configuration","Getting Started","Installing Flyte","Configuring customizable resources","Scaling Beyond Kubernetes","Optional Components","Handling Production Load","FlyteAdmin","FlyteAdmin Service Background","What is Data Catalog?","Flyte Console","Flyte System Components","Contributing to Docs","Extending Flyte","Contributor Docs","Flyte Specification Language","common.proto","event.proto","execution.proto","Flyte Admin Service entities","launch_plan.proto","matchable_resource.proto","node_execution.proto","notification.proto","project.proto","project_domain_attributes.proto","schedule.proto","task.proto","task_execution.proto","workflow.proto","workflow_attributes.proto","compiler.proto","condition.proto","dynamic_job.proto","errors.proto","execution.proto","identifier.proto","Core Flyte language specification","interface.proto","literals.proto","tasks.proto","types.proto","workflow.proto","workflow_closure.proto","event.proto","Flyte Internal and External Eventing interface","Flyte Language and API specification","array_job.proto","Flyte Task Plugins","presto.proto","pytorch.proto","qubole.proto","sidecar.proto","spark.proto","waitable.proto","admin.proto","REST and gRPC interface for the Flyte Admin Service","flytekit package","flytekit.bin package","flytekit.clients package","flytekit.clis package","flytekit.clis.auth package","flytekit.clis.flyte_cli package","flytekit.clis.sdk_in_container package","flytekit.common package","flytekit.common.core package","flytekit.common.exceptions package","flytekit.common.mixins package","flytekit.common.tasks package","flytekit.common.types package","flytekit.common.types.impl package","flytekit.configuration package","flytekit.contrib package","flytekit.contrib.sensors package","flytekit.engines package","flytekit.engines.flyte package","flytekit.engines.unit package","flytekit.interfaces package","flytekit.interfaces.data package","flytekit.interfaces.data.gcs package","flytekit.interfaces.data.http package","flytekit.interfaces.data.local package","flytekit.interfaces.data.s3 package","flytekit.interfaces.stats package","flytekit.models package","flytekit.models.admin package","flytekit.models.core package","flytekit.plugins package","flytekit.sdk package","flytekit.tools package","flytekit.type_engines package","flytekit.type_engines.default package","flytekit","Flyte","How to read these docs?","Introduction","Roadmap","What is Flyte?","Domains","Dynamic Job Spec","Timeline of a workflow execution","Overview of the Execution of a Workflow","Flyte Concepts","Launch plans","Projects","Understanding Registration process","Tasks","Workflows","Flyte CLI","Flyte Features","Labels and Annotations","Flyte Launchplans","Notifications","Metrics for your executions","On Failure Policy","Why roles?","Single Task Excution","Task Cache","Writing Your First Workflow","Quick Start Examples","Getting Started","Want more example to Deep Dive","User docs","Python SDK","Container Task","Dynamic Tasks","Hive Tasks","Flyte Task Types","Presto Tasks","PyTorch Task","Sidecar Tasks","Spark Task"],titleterms:{"default":[6,98,110,120],"enum":[23,25,27,28,33,39,41,42,43,47,48,49,60],"static":15,"void":46,Adding:15,For:124,Going:13,Using:[15,112],With:120,abortmetadata:25,access:2,across:4,activelaunchplanlistrequest:27,activelaunchplanrequest:27,addit:14,admin:[2,7,14,15,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,62,63,92],administr:[1,101],alia:49,all:[4,15,19],annot:[23,117],api:53,architectur:0,array_job:[54,91],arrayjob:54,artifact:74,asynchron:14,auth:[27,68,78],authent:2,authrol:23,avail:6,awesom:101,aws:78,backend:[4,5,112],background:[15,20],base:73,base_sdk_typ:76,base_sensor:80,basic:133,basic_auth:70,beyond:[11,13],bin:65,binari:46,bind:46,bindingdata:46,bindingdatacollect:46,bindingdatamap:46,blob:[46,76,77],blobdimension:48,blobmetadata:46,blobtyp:48,booleanexpress:39,branch:114,branchnod:49,bug:103,build:19,cach:124,catalog:[7,12,16],chang:103,characterist:113,cli:[2,67,68,69,70,108,115],client:[2,66,90],cluster:10,clusterresourceattribut:28,command:[10,115],commandlin:[7,123],common:[4,14,23,71,72,73,74,75,76,77,78,81,85,91,92,97],compani:101,comparisonexpress:39,compil:[22,38,93],compiledtask:38,compiledworkflow:38,compiledworkflowclosur:38,compon:[2,4,12,14,18],component_nod:71,concept:109,condit:[39,93],config:3,configur:[2,3,4,5,6,7,10,13,78,115],conjunctionexpress:39,connectionset:38,consol:[17,123],constant:[70,71],contain:[6,47,76,120,131,137],containererror:41,containerport:47,content:[64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],continu:103,contrib:[79,80],contribut:19,contributor:[21,101],control:[0,6,11],copi:19,cor:17,core:[7,38,39,40,41,42,43,44,45,46,47,48,49,50,72,93,103],creat:[13,125,126],cred:78,credenti:68,cron:110,custom:20,customiz:10,dashboard:120,data:[0,11,12,14,16,85,86,87,88,89],data_proxi:85,databas:13,dataloadingconfig:47,debug:[10,17],deep:128,definit:113,depend:[17,19],deploy:[8,11,13],detail:14,develop:[17,104],diagram:2,direct:[2,23],discoveri:68,distributedpytorchtrainingtask:57,dive:128,doc:[1,19,21,101,129],document:[19,103],domain:[31,105,115],downloadmod:47,dynam:[13,106,132],dynamic_job:[40,91],dynamicjobspec:40,egress:52,elect:7,element:22,emailmessag:30,emailnotif:23,enabl:124,engin:[81,82,83],entiti:[15,26,115],entrypoint:65,environ:[17,133],error:[14,41,48,93],errordocu:41,errorkind:42,even:101,event:[7,24,51,52],eventerroralreadyinterminalst:24,eventfailurereason:24,exampl:[3,6,7,10,20,113,117,122,126,128,137],except:[73,95],excut:123,execut:[6,10,15,16,25,42,75,91,93,104,107,108,114,117,120,123,126,133],executionclosur:25,executionclusterlabel:28,executioncreaterequest:25,executioncreaterespons:25,executionerror:42,executionlist:25,executionmetadata:25,executionmod:25,executionqueueattribut:28,executionrelaunchrequest:25,executionspec:25,executionterminaterequest:25,executionterminaterespons:25,express:110,extend:20,extens:22,extern:[7,52],failur:121,fault:113,featur:116,fetch:123,filter:[15,91],first:125,fix:[103,110],fixedr:33,fixedrateunit:33,flow:[2,108,112],flyte:[2,5,9,13,16,17,18,20,22,26,44,52,53,55,63,82,98,100,101,104,108,109,114,115,116,118,120,123,125,126,134,135],flyte_cli:69,flyteadmin:[3,14,15],flyteconsol:17,flyteidl:[0,23,24,25,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,45,46,47,48,49,50,51,54,56,57,58,59,60,61],flytekit:[64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,112],friendli:66,from:[115,123],futur:119,gcp:78,gcs:86,gcs_proxi:86,generic_spark_task:75,get:[8,127],grade:13,grpc:63,handl:13,hash:74,have:115,help:[101,115],helper:[66,67,76],hierarchi:10,hive:[20,133],hive_task:75,hivequeri:58,hivequerycollect:58,host:115,how:[16,101,103,121],http:87,http_data_proxi:87,iam:122,identifi:[43,72,93],idl:20,idlist:38,idp:2,ifblock:49,ifelseblock:49,impl:[77,80],improv:103,includ:19,individu:6,initi:20,input:[110,118],instal:[9,17,101,115,137],integr:133,interact:[115,125],interfac:[45,52,63,71,84,85,86,87,88,89,90,91,115],intern:[52,78],introduct:102,iostrategi:47,job:106,keyvaluepair:46,kind:41,kubernet:[6,11,122],label:[10,23,117],languag:[22,44,53],launch:[110,117,123],launch_plan:[27,70,71,91],launchabl:74,launcher:7,launchplan:[27,118],launchplanclosur:27,launchplancreaterequest:27,launchplancreaterespons:27,launchplanlist:27,launchplanmetadata:27,launchplanspec:27,launchplanst:27,launchplanupdaterequest:27,launchplanupdaterespons:27,lazy_load:96,leader:7,level:6,line:115,link:6,listmatchableattributesrequest:28,listmatchableattributesrespons:28,liter:[46,91],literalcollect:46,literalmap:46,literalmapblob:25,literalmapformat:47,literaltyp:48,live:103,load:13,loader:81,local:[19,88],local_file_proxi:88,log:6,logger:4,logicaloper:39,main:69,make:101,manag:[14,101,103],matchable_resourc:[28,91],matchableattributesconfigur:28,matchableresourc:28,matchingattribut:28,memoiz:[16,113],messageformat:42,metadata:[4,15],metric:120,mileston:103,miscellan:133,mixin:74,mock_stat:83,model:[14,91,92,93],modif:19,modul:[64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],module_load:96,monitor:[104,123],more:[101,128],name:[15,115],named_ent:91,namedent:23,namedentitygetrequest:23,namedentityidentifi:23,namedentityidentifierlist:23,namedentityidentifierlistrequest:23,namedentitylist:23,namedentitylistrequest:23,namedentitymetadata:23,namedentityst:23,namedentityupdaterequest:23,namedentityupdaterespons:23,network:17,node:[49,71,106,114],node_execut:[29,91],nodeexecut:[29,42],nodeexecutionclosur:29,nodeexecutionev:51,nodeexecutioneventrequest:24,nodeexecutioneventrespons:24,nodeexecutionfortasklistrequest:29,nodeexecutiongetdatarequest:29,nodeexecutiongetdatarespons:29,nodeexecutiongetrequest:29,nodeexecutionidentifi:43,nodeexecutionlist:29,nodeexecutionlistrequest:29,nodeexecutionmetadata:29,nodemetadata:49,note:19,notif:[23,30,71,119],notificationlist:25,object:13,objectgetrequest:23,observ:103,onfailurepolici:49,onli:[7,19],oper:39,operand:39,option:12,output:[17,75,106],outputrefer:48,overview:108,own:13,packag:[64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],pagerdutynotif:23,paramet:[7,45,135],parametermap:45,parenttaskexecutionmetadata:51,partial:118,phase:42,plan:[110,117],plane:[0,11],platform:[15,78],plugin:[6,20,54,55,56,57,58,59,60,61,94],pod:137,polici:121,prerequisit:8,presto:[56,91,135],presto_task:75,prestoqueri:56,primari:137,primit:[46,76],process:112,product:13,project:[13,31,91,111,115,120,125],project_domain_attribut:32,projectdomainattribut:32,projectdomainattributesdeleterequest:32,projectdomainattributesdeleterespons:32,projectdomainattributesgetrequest:32,projectdomainattributesgetrespons:32,projectdomainattributesupdaterequest:32,projectdomainattributesupdaterespons:32,projectlistrequest:31,projectregisterrequest:31,projectregisterrespons:31,promis:71,propel:[7,20],properti:22,proto:[23,24,25,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,45,46,47,48,49,50,51,54,56,57,58,59,60,61,62,76],protobuf:17,provid:[6,110,120],proxi:17,put:15,pyflyt:70,pypi:115,python:[130,131],pytorch:[57,136],pytorch_task:75,qubol:[20,58,91],qubolehivejob:58,queri:133,queue:[7,10],quick:126,random:84,rate:110,raw:66,raw_contain:75,read:101,real:113,recommend:115,refer:2,regist:[70,123],register:74,registr:[112,126],releas:103,reliabl:103,repo:19,repositori:14,request:15,requir:113,resourc:[10,47,78],resourceentri:47,resourcelistrequest:23,resourcenam:47,resourcetyp:43,rest:63,retrystrategi:46,rfc:2,roadmap:103,role:122,rpc:14,rst:19,run:[17,126],runtim:14,runtimemetadata:47,runtimetyp:47,s3proxi:89,sandbox:[8,13],scalar:46,scale:11,schedul:[12,33,71,91,110,118],schema:[46,76,77,133],schemacolumn:48,schemacolumntyp:48,schematyp:48,scope:73,sdk:[20,78,95,130],sdk_base:71,sdk_dynam:75,sdk_in_contain:70,sdk_runnabl:75,sensor:80,serial:70,server:17,servic:[7,15,26,63],serviceaccount:122,setup:[126,136,138],sidecar:[59,137],sidecar_task:75,sidecarjob:59,simpletyp:48,singl:123,slacknotif:23,sort:[15,23],sourc:115,spark:[60,138],spark_task:75,spark_typ:95,sparkappl:60,sparkjob:60,spec:[106,137],specif:[22,44,53,114],start:[8,126,127],stat:[90,120],statsd:78,storag:4,store:13,storybook:17,structur:[14,20,114],subcommand:115,submodul:[65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,95,96,97,98],subpackag:[64,67,71,76,79,81,84,85,91,97],subprocess:96,subworkflow:106,swimlan:2,syntax:15,system:[18,73],systemmetadata:25,tab:17,taggabl:90,task:[10,16,20,34,47,55,75,80,91,95,106,113,114,120,123,124,125,131,132,133,134,135,136,137,138],task_execut:[35,92],taskclosur:34,taskcreaterequest:34,taskcreaterespons:34,taskexecut:[35,42],taskexecutionclosur:35,taskexecutionev:51,taskexecutioneventrequest:24,taskexecutioneventrespons:24,taskexecutiongetdatarequest:35,taskexecutiongetdatarespons:35,taskexecutiongetrequest:35,taskexecutionidentifi:43,taskexecutionlist:35,taskexecutionlistrequest:35,tasklist:34,tasklog:42,taskmetadata:47,tasknod:49,taskresourceattribut:28,taskresourcespec:28,taskspec:34,tasktempl:47,team:103,terminolog:115,test:115,test_util:95,timelin:107,togeth:15,toler:113,tool:96,top:6,train:103,type:[10,22,48,60,76,77,91,93,95,113,134],type_engin:[97,98],typedinterfac:45,typic:[108,112],understand:[13,112],unit:[83,110],updat:20,uploadmod:47,urlblob:23,urn:115,usag:[117,131,133,135,136,137,138],use:[118,121],user:[0,6,11,73,101,115,120,129],using:108,util:71,valu:[6,22],variabl:[17,45],variablemap:45,version:114,waitabl:61,want:[101,128],what:[16,104,110,121,123],when:118,why:122,without:112,work:[103,115,119,137],workflow:[7,36,49,71,92,93,95,101,107,108,114,125,126],workflow_attribut:37,workflow_closur:[50,91],workflow_execut:71,workflowattribut:37,workflowattributesdeleterequest:37,workflowattributesdeleterespons:37,workflowattributesgetrequest:37,workflowattributesgetrespons:37,workflowattributesupdaterequest:37,workflowattributesupdaterespons:37,workflowclosur:[36,50],workflowcreaterequest:36,workflowcreaterespons:36,workflowengin:14,workflowexecut:42,workflowexecutionev:51,workflowexecutioneventrequest:24,workflowexecutioneventrespons:24,workflowexecutiongetdatarequest:25,workflowexecutiongetdatarespons:25,workflowexecutiongetrequest:25,workflowexecutionidentifi:43,workflowlist:36,workflowmetadata:49,workflowmetadatadefault:49,workflownod:49,workflownodemetadata:[29,51],workflowspec:36,workflowtempl:49,world:113,write:[101,125],you:115,your:[13,120,125]}})
\ No newline at end of file
diff --git a/user/concepts/domains.html b/user/concepts/domains.html
index 7836c84512..52422f633b 100644
--- a/user/concepts/domains.html
+++ b/user/concepts/domains.html
@@ -104,6 +104,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/concepts/dynamic_spec.html b/user/concepts/dynamic_spec.html
index 4ad1ccffae..6d7591c9b6 100644
--- a/user/concepts/dynamic_spec.html
+++ b/user/concepts/dynamic_spec.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/concepts/execution_timeline.html b/user/concepts/execution_timeline.html
index a811f1a081..b7233ac502 100644
--- a/user/concepts/execution_timeline.html
+++ b/user/concepts/execution_timeline.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/concepts/executions.html b/user/concepts/executions.html
index ecd3f3d7a0..cb82eedc27 100644
--- a/user/concepts/executions.html
+++ b/user/concepts/executions.html
@@ -107,6 +107,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/concepts/index.html b/user/concepts/index.html
index 718e07138a..04c96812b4 100644
--- a/user/concepts/index.html
+++ b/user/concepts/index.html
@@ -36,7 +36,7 @@
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Tasks" href="tasks.html" />
-    <link rel="prev" title="Writing Your First Workflow" href="../getting_started/create_first.html" /> 
+    <link rel="prev" title="Want more example to Deep Dive" href="../getting_started/more_examples.html" /> 
 </head>
 
 <body class="wy-body-for-nav">
@@ -104,6 +104,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
@@ -267,7 +271,7 @@
         <a href="tasks.html" class="btn btn-neutral float-right" title="Tasks" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
-        <a href="../getting_started/create_first.html" class="btn btn-neutral float-left" title="Writing Your First Workflow" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+        <a href="../getting_started/more_examples.html" class="btn btn-neutral float-left" title="Want more example to Deep Dive" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
     </div>
   
diff --git a/user/concepts/launchplans_schedules.html b/user/concepts/launchplans_schedules.html
index e4c17c59f8..9a9ce009c0 100644
--- a/user/concepts/launchplans_schedules.html
+++ b/user/concepts/launchplans_schedules.html
@@ -112,6 +112,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/concepts/projects.html b/user/concepts/projects.html
index 83c12e2aa9..b6512ab7e5 100644
--- a/user/concepts/projects.html
+++ b/user/concepts/projects.html
@@ -104,6 +104,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/concepts/registration.html b/user/concepts/registration.html
index f94a59d171..050e2ad0a9 100644
--- a/user/concepts/registration.html
+++ b/user/concepts/registration.html
@@ -109,6 +109,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/concepts/tasks.html b/user/concepts/tasks.html
index a5664e078d..277ae642f7 100644
--- a/user/concepts/tasks.html
+++ b/user/concepts/tasks.html
@@ -113,6 +113,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/concepts/workflows_nodes.html b/user/concepts/workflows_nodes.html
index 977e92e001..8b1ece7109 100644
--- a/user/concepts/workflows_nodes.html
+++ b/user/concepts/workflows_nodes.html
@@ -114,6 +114,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/flytecli.html b/user/features/flytecli.html
index 4bd26210a9..d11e382ee3 100644
--- a/user/features/flytecli.html
+++ b/user/features/flytecli.html
@@ -106,6 +106,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/index.html b/user/features/index.html
index ecbddd94dd..f628a68cb4 100644
--- a/user/features/index.html
+++ b/user/features/index.html
@@ -103,6 +103,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/labels_annotations.html b/user/features/labels_annotations.html
index a467e44082..700b062e90 100644
--- a/user/features/labels_annotations.html
+++ b/user/features/labels_annotations.html
@@ -107,6 +107,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/lanuchplans.html b/user/features/lanuchplans.html
index f2901eece1..bc2700b10f 100644
--- a/user/features/lanuchplans.html
+++ b/user/features/lanuchplans.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/notifications.html b/user/features/notifications.html
index 980a97d8f0..9a97239480 100644
--- a/user/features/notifications.html
+++ b/user/features/notifications.html
@@ -106,6 +106,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/observability.html b/user/features/observability.html
index 8f4ad11fb3..f87a4a0fc2 100644
--- a/user/features/observability.html
+++ b/user/features/observability.html
@@ -107,6 +107,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/on_failure_policy.html b/user/features/on_failure_policy.html
index 1e06072990..d3c47fc481 100644
--- a/user/features/on_failure_policy.html
+++ b/user/features/on_failure_policy.html
@@ -107,6 +107,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/roles.html b/user/features/roles.html
index 9f9b512e0f..732d1defef 100644
--- a/user/features/roles.html
+++ b/user/features/roles.html
@@ -107,6 +107,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/single_task_execution.html b/user/features/single_task_execution.html
index 83b8fa1cac..bb49306332 100644
--- a/user/features/single_task_execution.html
+++ b/user/features/single_task_execution.html
@@ -111,6 +111,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/features/task_cache.html b/user/features/task_cache.html
index d4feef06b9..df5859b6ea 100644
--- a/user/features/task_cache.html
+++ b/user/features/task_cache.html
@@ -106,6 +106,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/getting_started/create_first.html b/user/getting_started/create_first.html
index 5646c01039..ab7ca11dd2 100644
--- a/user/getting_started/create_first.html
+++ b/user/getting_started/create_first.html
@@ -35,7 +35,7 @@
   <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Flyte Concepts" href="../concepts/index.html" />
+    <link rel="next" title="Want more example to Deep Dive" href="more_examples.html" />
     <link rel="prev" title="Quick Start Examples" href="examples.html" /> 
 </head>
 
@@ -93,6 +93,7 @@
 <li class="toctree-l4"><a class="reference internal" href="#interacting-with-flyte">Interacting with Flyte</a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="more_examples.html">Want more example to Deep Dive</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="../concepts/index.html">Flyte Concepts</a></li>
@@ -103,6 +104,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
@@ -293,7 +298,7 @@ <h2>Interacting with Flyte<a class="headerlink" href="#interacting-with-flyte" t
   
     <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
       
-        <a href="../concepts/index.html" class="btn btn-neutral float-right" title="Flyte Concepts" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+        <a href="more_examples.html" class="btn btn-neutral float-right" title="Want more example to Deep Dive" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
       
       
         <a href="examples.html" class="btn btn-neutral float-left" title="Quick Start Examples" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
diff --git a/user/getting_started/examples.html b/user/getting_started/examples.html
index 77dc94d5a5..ab95571e32 100644
--- a/user/getting_started/examples.html
+++ b/user/getting_started/examples.html
@@ -91,6 +91,7 @@
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="create_first.html">Writing Your First Workflow</a></li>
+<li class="toctree-l3"><a class="reference internal" href="more_examples.html">Want more example to Deep Dive</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="../concepts/index.html">Flyte Concepts</a></li>
@@ -101,6 +102,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/getting_started/index.html b/user/getting_started/index.html
index 66d722ca28..1e21f4fc3b 100644
--- a/user/getting_started/index.html
+++ b/user/getting_started/index.html
@@ -87,6 +87,7 @@
 <li class="toctree-l2 current"><a class="current reference internal" href="#">Getting Started</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="examples.html">Quick Start Examples</a></li>
 <li class="toctree-l3"><a class="reference internal" href="create_first.html">Writing Your First Workflow</a></li>
+<li class="toctree-l3"><a class="reference internal" href="more_examples.html">Want more example to Deep Dive</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="../concepts/index.html">Flyte Concepts</a></li>
@@ -97,6 +98,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
@@ -184,6 +189,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="examples.html">Quick Start Examples</a></li>
 <li class="toctree-l1"><a class="reference internal" href="create_first.html">Writing Your First Workflow</a></li>
+<li class="toctree-l1"><a class="reference internal" href="more_examples.html">Want more example to Deep Dive</a></li>
 </ul>
 </div>
 </div>
diff --git a/user/getting_started/more_examples.html b/user/getting_started/more_examples.html
new file mode 100644
index 0000000000..0407499ced
--- /dev/null
+++ b/user/getting_started/more_examples.html
@@ -0,0 +1,237 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<head>
+  <meta charset="utf-8">
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  
+  <title>Want more example to Deep Dive &mdash; Flyte 0.5.0 documentation</title>
+  
+
+  
+  
+  
+  
+
+  
+  <script type="text/javascript" src="../../_static/js/modernizr.min.js"></script>
+  
+    
+      <script type="text/javascript" id="documentation_options" data-url_root="../../" src="../../_static/documentation_options.js"></script>
+        <script type="text/javascript" src="../../_static/jquery.js"></script>
+        <script type="text/javascript" src="../../_static/underscore.js"></script>
+        <script type="text/javascript" src="../../_static/doctools.js"></script>
+        <script type="text/javascript" src="../../_static/language_data.js"></script>
+    
+    <script type="text/javascript" src="../../_static/js/theme.js"></script>
+
+    
+
+  
+  <link rel="stylesheet" href="../../_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+    <link rel="next" title="Flyte Concepts" href="../concepts/index.html" />
+    <link rel="prev" title="Writing Your First Workflow" href="create_first.html" /> 
+</head>
+
+<body class="wy-body-for-nav">
+
+   
+  <div class="wy-grid-for-nav">
+    
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+          
+
+          
+            <a href="../../index.html" class="icon icon-home"> Flyte
+          
+
+          
+          </a>
+
+          
+            
+            
+          
+
+          
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+
+          
+        </div>
+
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+              
+            
+            
+              <p class="caption"><span class="caption-text">Flyte Documentation</span></p>
+<ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="../../introduction/index.html">Introduction</a></li>
+<li class="toctree-l1 current"><a class="reference internal" href="../index.html">User docs</a><ul class="current">
+<li class="toctree-l2 current"><a class="reference internal" href="index.html">Getting Started</a><ul class="current">
+<li class="toctree-l3"><a class="reference internal" href="examples.html">Quick Start Examples</a></li>
+<li class="toctree-l3"><a class="reference internal" href="create_first.html">Writing Your First Workflow</a></li>
+<li class="toctree-l3 current"><a class="current reference internal" href="#">Want more example to Deep Dive</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../concepts/index.html">Flyte Concepts</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../features/index.html">Flyte Features</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../tasktypes/index.html">Flyte Task Types</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../flytekit/index.html">Flytekit</a></li>
+<li class="toctree-l1"><a class="reference external" href="https://pkg.go.dev/mod/github.com/lyft/flytepropeller">FlytePropeller</a></li>
+<li class="toctree-l1"><a class="reference external" href="https://pkg.go.dev/mod/github.com/lyft/flyteadmin">FlyteAdmin</a></li>
+<li class="toctree-l1"><a class="reference external" href="https://pkg.go.dev/mod/github.com/lyft/flyteplugins">FlytePlugins</a></li>
+<li class="toctree-l1"><a class="reference external" href="https://pkg.go.dev/mod/github.com/lyft/datacatalog">DataCatalog</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+
+      
+      <nav class="wy-nav-top" aria-label="top navigation">
+        
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="../../index.html">Flyte</a>
+        
+      </nav>
+
+
+      <div class="wy-nav-content">
+        
+        <div class="rst-content">
+        
+          
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+<div role="navigation" aria-label="breadcrumbs navigation">
+
+  <ul class="wy-breadcrumbs">
+    
+      <li><a href="../../index.html">Docs</a> &raquo;</li>
+        
+          <li><a href="../index.html">User docs</a> &raquo;</li>
+        
+          <li><a href="index.html">Getting Started</a> &raquo;</li>
+        
+      <li>Want more example to Deep Dive</li>
+    
+    
+      <li class="wy-breadcrumbs-aside">
+        
+            
+            <a href="../../_sources/user/getting_started/more_examples.rst.txt" rel="nofollow"> View page source</a>
+          
+        
+      </li>
+    
+  </ul>
+
+  
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  <div class="section" id="want-more-example-to-deep-dive">
+<span id="getting-started-more-examples"></span><h1>Want more example to Deep Dive<a class="headerlink" href="#want-more-example-to-deep-dive" title="Permalink to this headline">¶</a></h1>
+<p>Getting started Guide and your first Workflow is just a tip of the iceberg. To understand and dive deeper and find a set of examples, we recommend going through
+<a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks</a>. We are working on this as a interactive tutorial that you can run locally on your laptop. Make sure that your laptop is setup to run
+Flyte.</p>
+</div>
+
+
+           </div>
+           
+          </div>
+          <footer>
+  
+    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+      
+        <a href="../concepts/index.html" class="btn btn-neutral float-right" title="Flyte Concepts" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+      
+      
+        <a href="create_first.html" class="btn btn-neutral float-left" title="Writing Your First Workflow" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+      
+    </div>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+        &copy; Copyright 2020, Flyte Authors
+
+    </p>
+  </div>
+  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>. 
+
+</footer>
+
+        </div>
+      </div>
+
+    </section>
+
+  </div>
+  
+
+
+  <script type="text/javascript">
+      jQuery(function () {
+          SphinxRtdTheme.Navigation.enable(true);
+      });
+  </script>
+
+  
+  
+    
+   
+
+</body>
+</html>
\ No newline at end of file
diff --git a/user/index.html b/user/index.html
index 3c5e4f8701..ef7b0bbe9d 100644
--- a/user/index.html
+++ b/user/index.html
@@ -93,6 +93,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../flyteidl/index.html">Flyte Language and API specification</a></li>
@@ -174,6 +178,7 @@
 <li class="toctree-l1"><a class="reference internal" href="getting_started/index.html">Getting Started</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="getting_started/examples.html">Quick Start Examples</a></li>
 <li class="toctree-l2"><a class="reference internal" href="getting_started/create_first.html">Writing Your First Workflow</a></li>
+<li class="toctree-l2"><a class="reference internal" href="getting_started/more_examples.html">Want more example to Deep Dive</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="concepts/index.html">Flyte Concepts</a><ul>
diff --git a/user/sdk/index.html b/user/sdk/index.html
index 624640a5e7..de4ac15379 100644
--- a/user/sdk/index.html
+++ b/user/sdk/index.html
@@ -85,6 +85,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/tasktypes/container.html b/user/tasktypes/container.html
index ffe837bdf4..3ae5d381a2 100644
--- a/user/tasktypes/container.html
+++ b/user/tasktypes/container.html
@@ -105,6 +105,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/tasktypes/dynamic.html b/user/tasktypes/dynamic.html
index 6c636ac0d8..76cc7e1870 100644
--- a/user/tasktypes/dynamic.html
+++ b/user/tasktypes/dynamic.html
@@ -102,6 +102,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/tasktypes/hive.html b/user/tasktypes/hive.html
index 6cac4f056b..9a9ce55a10 100644
--- a/user/tasktypes/hive.html
+++ b/user/tasktypes/hive.html
@@ -106,6 +106,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/tasktypes/index.html b/user/tasktypes/index.html
index ff76d97bdb..20042074f9 100644
--- a/user/tasktypes/index.html
+++ b/user/tasktypes/index.html
@@ -102,6 +102,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/tasktypes/presto.html b/user/tasktypes/presto.html
index 89e8cf27c2..aa71280833 100644
--- a/user/tasktypes/presto.html
+++ b/user/tasktypes/presto.html
@@ -108,6 +108,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/tasktypes/pytorch.html b/user/tasktypes/pytorch.html
index 90cea0bddd..9b7b1be462 100644
--- a/user/tasktypes/pytorch.html
+++ b/user/tasktypes/pytorch.html
@@ -106,6 +106,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/tasktypes/sidecar.html b/user/tasktypes/sidecar.html
index a7e59933df..a7e89c1ba5 100644
--- a/user/tasktypes/sidecar.html
+++ b/user/tasktypes/sidecar.html
@@ -107,6 +107,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>
diff --git a/user/tasktypes/spark.html b/user/tasktypes/spark.html
index 5934881c27..d66e5a902f 100644
--- a/user/tasktypes/spark.html
+++ b/user/tasktypes/spark.html
@@ -106,6 +106,10 @@
 <li class="toctree-l1"><a class="reference internal" href="../../administrator/index.html">Administrator Docs</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../../contributor/index.html">Contributor Docs</a></li>
 </ul>
+<p class="caption"><span class="caption-text">Flyte User cookbook and examples (Github)</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference external" href="https://github.com/lyft/flytesnacks/blob/master/README.md">FlyteSnacks - Examples &amp; Cookbook</a></li>
+</ul>
 <p class="caption"><span class="caption-text">Generated Documentation from Source</span></p>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="../../flyteidl/index.html">Flyte Language and API specification</a></li>