Pandas to Dask transformation

[gohar94]

Basic source-to-source transformation of Pandas operations into Dask.
This is a starting step to demonstrate how such a transformation would be done and is not comprehensive yet.

[github-actions]

Unit Test Results

  1 files    1 suites   1m 0s ⏱️
57 tests 56 ✔️ 1 💤 0 ❌

Results for commit 03dc829.

♻️ This comment has been updated with latest results.

[github-actions]

Coverage Report

File	Stmts	Miss	Cover
backends
init.py	0	0	100%
executor.py	30	3	90%
backends/aml
init.py	0	0	100%
deploy.py	9	0	100%
render.py	94	13	86%
backends/common
init.py	0	0	100%
code_executor.py	24	24	0%
exception_utils.py	10	10	0%
http_utils.py	16	16	0%
serialization_utils.py	12	12	0%
backends/durable_functions
init.py	0	0	100%
main.py	0	0	100%
constants.py	1	0	100%
backends/durable_functions/execute_step
init.py	0	0	100%
context.py	7	7	0%
execute_step.py	36	36	0%
execution_environment.py	16	16	0%
backends/durable_functions/execute_steps_workflow
init.py	0	0	100%
context.py	4	4	0%
execute_steps_workflow.py	28	28	0%
backends/durable_functions/start_steps_workflow
init.py	0	0	100%
context.py	4	4	0%
start_steps_workflow.py	17	17	0%
backends/kubeflow
init.py	0	0	100%
deploy.py	13	0	100%
render.py	90	5	94%
cli/same
init.py	3	0	100%
helpers.py	46	5	89%
main.py	11	11	0%
mapping.py	1	0	100%
same_config.py	54	13	76%
stdlib.py	1	0	100%
cli/same/program
init.py	3	0	100%
commands.py	38	5	87%
cli/same/program/compile
init.py	0	0	100%
context.py	5	0	100%
notebook_processing.py	152	17	89%
cli/same/program/run
init.py	0	0	100%
cli/same/version
init.py	0	0	100%
commands.py	4	0	100%
clients
init.py	0	0	100%
context.py	5	0	100%
durable_functions_client.py	55	5	91%
jupyter/kernel
init.py	1	1	0%
context.py	6	6	0%
kernel_logger.py	27	27	0%
same_kernel.py	119	119	0%
setup.py	2	2	0%
objects
init.py	0	0	100%
json_serializable_object.py	30	12	60%
step.py	37	5	86%
sdk
setup.py	12	12	0%
sdk/same
init.py	3	0	100%
_version.py	1	1	0%
conda_env.py	58	8	86%
core.py	1	1	0%
helpers.py	22	15	32%
importer.py	83	8	90%
parallel.py	0	0	100%
transformers
init.py	0	0	100%
context.py	3	0	100%
pandas_to_dask_transformer.py	78	6	92%
transformer.py	12	0	100%
TOTAL	1284	474	63%

Tests	Skipped	Failures	Errors	Time
57	1 💤	0 ❌	0 🔥	60.534s ⏱️

[aronchick]

sorry this sat around a while, can you rebase off master and resolve the conflicts?