Add cache_serialize parameter to tasks (flyteorg#673)

* added cache_serialize parameter for basic tasks

Signed-off-by: Daniel Rammer <daniel@union.ai>

* fixed typo

Signed-off-by: Daniel Rammer <daniel@union.ai>

* updated flyteidl version

Signed-off-by: Daniel Rammer <daniel@union.ai>

* changed flyteidl requirements everywhere

Signed-off-by: Daniel Rammer <daniel@union.ai>

* remove flyteidl version requires in setup.py so we can use develop

Signed-off-by: Daniel Rammer <daniel@union.ai>

* removed flyteidl git repos from a variety of requirements packages

Signed-off-by: Daniel Rammer <daniel@union.ai>

* updated variable discovery_serializable to cache_serializable

Signed-off-by: Daniel Rammer <daniel@union.ai>

* updated requirements

Signed-off-by: Daniel Rammer <daniel@union.ai>

* fixed TaskMetadata _cache_serializable variable name

Signed-off-by: Daniel Rammer <daniel@union.ai>

* propgating cache_serialize parameter through to tasks

Signed-off-by: Daniel Rammer <daniel@union.ai>

* added cache_serializable to SdkRawContainerTask

Signed-off-by: Daniel Rammer <daniel@union.ai>

* fixing cache_serializable variable propogation issues

Signed-off-by: Daniel Rammer <daniel@union.ai>

* added documentation

Signed-off-by: Daniel Rammer <daniel@union.ai>

* added unit tests for cache_serialize metadata

Signed-off-by: Daniel Rammer <daniel@union.ai>

* linter added spaces in unit tests

Signed-off-by: Daniel Rammer <daniel@union.ai>
Signed-off-by: maximsmol <maximsmol@gmail.com>

dev-requirements.txt

@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with python 3.8
+# This file is autogenerated by pip-compile with python 3.9
 # To update, run:
 #
 #    make dev-requirements.txt
@@ -44,7 +44,7 @@ chardet==4.0.0
     # via
     #   -c requirements.txt
     #   binaryornot
-charset-normalizer==2.0.7
+charset-normalizer==2.0.8
     # via
     #   -c requirements.txt
     #   requests
@@ -67,13 +67,13 @@ cookiecutter==1.7.3
     # via
     #   -c requirements.txt
     #   flytekit
-coverage[toml]==6.1.1
+coverage[toml]==6.2
     # via -r dev-requirements.in
 croniter==1.0.15
     # via
     #   -c requirements.txt
     #   flytekit
-cryptography==35.0.0
+cryptography==36.0.0
     # via
     #   -c requirements.txt
     #   paramiko
@@ -90,7 +90,7 @@ deprecated==1.2.13
     # via
     #   -c requirements.txt
     #   flytekit
-diskcache==5.2.1
+diskcache==5.3.0
     # via
     #   -c requirements.txt
     #   flytekit
@@ -112,21 +112,21 @@ dockerpty==0.4.1
     # via docker-compose
 docopt==0.6.2
     # via docker-compose
-docstring-parser==0.12
+docstring-parser==0.13
     # via
     #   -c requirements.txt
     #   flytekit
-filelock==3.3.2
+filelock==3.4.0
     # via virtualenv
-flyteidl==0.21.8
+flyteidl==0.21.11
     # via
     #   -c requirements.txt
     #   flytekit
-grpcio==1.41.1
+grpcio==1.42.0
     # via
     #   -c requirements.txt
     #   flytekit
-identify==2.3.5
+identify==2.4.0
     # via pre-commit
 idna==3.3
     # via
@@ -159,15 +159,15 @@ jsonschema==3.2.0
     # via
     #   -c requirements.txt
     #   docker-compose
-keyring==23.2.1
+keyring==23.4.0
     # via
     #   -c requirements.txt
     #   flytekit
 markupsafe==2.0.1
     # via
     #   -c requirements.txt
     #   jinja2
-marshmallow==3.14.0
+marshmallow==3.14.1
     # via
     #   -c requirements.txt
     #   dataclasses-json
@@ -201,15 +201,15 @@ numpy==1.21.4
     #   -c requirements.txt
     #   pandas
     #   pyarrow
-packaging==21.2
+packaging==21.3
     # via
     #   -c requirements.txt
     #   pytest
 pandas==1.3.4
     # via
     #   -c requirements.txt
     #   flytekit
-paramiko==2.8.0
+paramiko==2.8.1
     # via
     #   -c requirements.txt
     #   docker
@@ -223,7 +223,7 @@ poyo==0.5.0
     # via
     #   -c requirements.txt
     #   cookiecutter
-pre-commit==2.15.0
+pre-commit==2.16.0
     # via -r dev-requirements.in
 protobuf==3.19.1
     # via
@@ -235,7 +235,7 @@ py==1.11.0
     #   -c requirements.txt
     #   pytest
     #   retry
-pyarrow==6.0.0
+pyarrow==6.0.1
     # via
     #   -c requirements.txt
     #   flytekit
@@ -247,7 +247,7 @@ pynacl==1.4.0
     # via
     #   -c requirements.txt
     #   paramiko
-pyparsing==2.4.7
+pyparsing==3.0.6
     # via
     #   -c requirements.txt
     #   packaging
@@ -271,7 +271,7 @@ python-dateutil==2.8.1
     #   croniter
     #   flytekit
     #   pandas
-python-dotenv==0.19.1
+python-dotenv==0.19.2
     # via docker-compose
 python-json-logger==2.0.2
     # via
@@ -295,7 +295,7 @@ pyyaml==5.4.1
     #   -c requirements.txt
     #   docker-compose
     #   pre-commit
-regex==2021.11.9
+regex==2021.11.10
     # via
     #   -c requirements.txt
     #   docker-image-py
@@ -307,7 +307,7 @@ requests==2.26.0
     #   docker-compose
     #   flytekit
     #   responses
-responses==0.15.0
+responses==0.16.0
     # via
     #   -c requirements.txt
     #   flytekit
@@ -356,7 +356,7 @@ tomli==1.2.2
     # via
     #   -c requirements.txt
     #   coverage
-typing-extensions==3.10.0.2
+typing-extensions==4.0.1
     # via
     #   -c requirements.txt
     #   mypy