Adding AFQMC tutorial (#1844)

* adding afqmc tutorial

* moving output files to source folder

* moving output files to source folder

* removing the checkpoint files that are saved

* minor changes for imports

* formatting using yapf

* fix more formatting

* fixing spellings

* sorting

* finally fixing sorting

* finally

* checking

* checking

* cf

* sort

* checking if the script command for sorting works

* adding a new line at the end of file

* keeping the sorted list as it was

* adding a few missing ones

* running spellcheck

* manually sorting

* one more

* last one

* sorting in bash

* removing unwanted words from the spellcheck_allowlist which are used in comments in the code

* adding backticks to bypass some words from comments

---------

Co-authored-by: Sachin Pisal <spisal@nvidia.com>

.github/workflows/config/spelling_allowlist.txt

@@ -1,4 +1,5 @@
 ABI
+AFQMC
 API
 APIs
 AST

.github/workflows/docker_images.yml

@@ -778,7 +778,7 @@ jobs:
  docker cp docs/notebook_validation.py cuda-quantum:"/home/cudaq/notebook_validation.py"
  # In containers without GPU support, UCX does not work properly since it is configured to work with GPU-support.
  # Hence, don't enforce UCX when running these tests.
- docker exec cuda-quantum bash -c "python3 -m pip install pandas scipy pandas seaborn"
+ docker exec cuda-quantum bash -c "python3 -m pip install pandas scipy pandas seaborn 'h5py<3.11'"
  (docker exec cuda-quantum bash -c "unset OMPI_MCA_pml && set -o pipefail && bash validate_container.sh | tee /tmp/validation.out") && passed=true || passed=false
  docker cp cuda-quantum:"/tmp/validation.out" /tmp/validation.out
  docker stop cuda-quantum

.github/workflows/python_wheels.yml

@@ -316,7 +316,7 @@ jobs:
  docker run --rm -dit --name wheel-validation-examples wheel_validation:local
  status_sum=0
 
- for ex in `find docs/sphinx/examples/python -name '*.py' -not -path '*/providers/*' -not -path '*/divisive_clustering_src/*'`; do
+ for ex in `find docs/sphinx/examples/python -name '*.py' -not -path '*/providers/*' -not -path '*/divisive_clustering_src/*' -not -path '*/utils_ipie.py' -not -path '*/vqe_cudaq_qnp.py'`; do
  file="${ex#docs/sphinx/examples/python/}"
  echo "__Example ${file}:__" >> /tmp/validation.out
  (docker exec wheel-validation-examples bash -c "python${{ inputs.python_version }} /tmp/examples/$file" >> /tmp/validation.out) && success=true || success=false

docker/test/installer/linux.Dockerfile

@@ -10,7 +10,7 @@ ARG base_image=redhat/ubi8:8.0
 ARG base_image_mpibuild=amd64/almalinux:8
 
 # [OpenMPI Installation]
-FROM ${base_image_mpibuild} as mpibuild
+FROM ${base_image_mpibuild} AS mpibuild
 ARG base_image_mpibuild
 SHELL ["/bin/bash", "-c"]
 ARG DEBIAN_FRONTEND=noninteractive