Repository: spack/spack

Issue:
Cannot reuse specs with externals on linux
### Steps to reproduce the issue

```console
spack spec -I hdf5@1.14.3 +fortran +mpi %oneapi@2022.2.1 ^intel-oneapi-mpi/zfmfvyc

spack spec fftw@3.3.10 %oneapi@2022.2.1 ^intel-oneapi-mpi@2021.7.1/zfmfvyc
```




### Error message

<details>
<summary>Error message for hdf5</summary>

```
==> Error: Spack concretizer internal error. Please submit a bug report and include the command, environment if applicable and the following error message.
    hdf5@1.14.3%oneapi@2022.2.1+fortran+mpi ^intel-oneapi-mpi@=2021.7.1%oneapi@=2022.2.1~external-libfabric~generic-names~ilp64 build_system=generic arch=linux-rocky9-icelake is unsatisfiable, errors are:
    internal_error("must choose a single version to satisfy version constraints")
```

</details>

<details><summary>Error message for fftw</summary>

```
$ spack spec fftw@3.3.10 %oneapi@2022.2.1 ^intel-oneapi-mpi@2021.7.1/zfmfvyc
==> Warning: config:terminal_title has been replaced by install_status and is ignored
==> Error: Spack concretizer internal error. Please submit a bug report and include the command, environment if applicable and the following error message.
    fftw@3.3.10%oneapi@2022.2.1 ^intel-oneapi-mpi@=2021.7.1%oneapi@=2022.2.1~external-libfabric~generic-names~ilp64 build_system=generic arch=linux-rocky9-icelake is unsatisfiable, errors are:
    internal_error("must choose a single version to satisfy version constraints")
```

</details>

### Information on your system

* **Spack:** 0.22.0.dev0
* **Python:** 3.9.14
* **Platform:** linux-rocky9-icelake
* **Concretizer:** clingo

<details><summary>spack find intel-oneapi-mpi@2021.7.1 %oneapi@2022.2.1</summary>

```
==> Warning: config:terminal_title has been replaced by install_status and is ignored
-- linux-rocky9-icelake / oneapi@2022.2.1 -----------------------
intel-oneapi-mpi@2021.7.1
==> 1 installed package
```

</details>
<details><summary>cat /apps/spack-managed/oneapi-2022.2.1/intel-oneapi-mpi-2021.7.1-zfmfvyc4a4wkhgxe2f34irg663e6dcoh/.spack/spack-build-env.txt | grep SPEC</summary>

```
export SPACK_COMPILER_SPEC=oneapi@2022.2.1;
export SPACK_SHORT_SPEC='intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1~external-libfabric~generic-names~ilp64 build_system=generic arch=linux-rocky9-icelake/zfmfvyc'
```

</details>

Specifying the exact spec of mpi returns a different concretized mpi:
<details>

```
spack spec -I hdf5@1.14.3 +fortran +mpi %oneapi@2022.2.1 ^intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1~external-libfabric~generic-names~ilp64

Input spec
--------------------------------
 -   hdf5@1.14.3%oneapi@2022.2.1+fortran+mpi
 -       ^intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1~external-libfabric~generic-names~ilp64

Concretized
--------------------------------
 -   hdf5@1.14.3%oneapi@2022.2.1~cxx+fortran~hl~ipo~java~map+mpi+shared~subfiling~szip~threadsafe+tools api=default build_system=cmake build_type=Release generator=make patches=82088c8 arch=linux-rocky9-icelake
[+]      ^cmake@3.27.9%gcc@11.3.1~doc+ncurses+ownlibs build_system=generic build_type=Release arch=linux-rocky9-icelake
[+]          ^curl@8.6.0%gcc@11.3.1~gssapi~ldap~libidn2~librtmp~libssh~libssh2+nghttp2 build_system=autotools libs=shared,static tls=openssl arch=linux-rocky9-icelake
[+]              ^nghttp2@1.57.0%gcc@11.3.1 build_system=autotools arch=linux-rocky9-icelake
[+]              ^openssl@3.2.1%gcc@11.3.1~docs+shared build_system=generic certs=mozilla arch=linux-rocky9-icelake
[+]                  ^ca-certificates-mozilla@2023-05-30%gcc@11.3.1 build_system=generic arch=linux-rocky9-icelake
[+]                  ^perl@5.38.0%gcc@11.3.1+cpanm+opcode+open+shared+threads build_system=generic patches=714e4d1 arch=linux-rocky9-icelake
[+]                      ^berkeley-db@18.1.40%gcc@11.3.1+cxx~docs+stl build_system=autotools patches=26090f4,b231fcc arch=linux-rocky9-icelake
[+]                      ^bzip2@1.0.8%gcc@11.3.1~debug~pic+shared build_system=generic arch=linux-rocky9-icelake
[+]                          ^diffutils@3.10%gcc@11.3.1 build_system=autotools arch=linux-rocky9-icelake
[+]                              ^libiconv@1.17%gcc@11.3.1 build_system=autotools libs=shared,static arch=linux-rocky9-icelake
[+]                      ^gdbm@1.23%gcc@11.3.1 build_system=autotools arch=linux-rocky9-icelake
[+]                          ^readline@8.2%gcc@11.3.1 build_system=autotools patches=bbf97f1 arch=linux-rocky9-icelake
[+]          ^ncurses@6.4%gcc@11.3.1~symlinks+termlib abi=none build_system=autotools patches=7a351bc arch=linux-rocky9-icelake
[+]      ^gcc-runtime@11.3.1%gcc@11.3.1 build_system=generic arch=linux-rocky9-icelake
[e]      ^glibc@2.34%gcc@11.3.1 build_system=autotools arch=linux-rocky9-icelake
[+]      ^gmake@4.4.1%gcc@11.3.1~guile build_system=generic arch=linux-rocky9-icelake
 -       ^intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1+envmods~external-libfabric~generic-names~ilp64 build_system=generic arch=linux-rocky9-icelake
[+]      ^intel-oneapi-runtime@2022.2.1%oneapi@2022.2.1 build_system=generic arch=linux-rocky9-icelake
[+]      ^pkgconf@1.9.5%gcc@11.3.1 build_system=autotools arch=linux-rocky9-icelake
[+]      ^zlib-ng@2.1.6%gcc@11.3.1+compat+new_strategies+opt+pic+shared build_system=autotools arch=linux-rocky9-icelake

```
</details>

<details><summary> Happens with fftw3 too</summary>

```
 spack spec fftw@3.3.10 %oneapi@2022.2.1 ^intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1~external-libfabric~generic-names~ilp64
==> Warning: config:terminal_title has been replaced by install_status and is ignored
Input spec
--------------------------------
 -   fftw@3.3.10%oneapi@2022.2.1
 -       ^intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1~external-libfabric~generic-names~ilp64

Concretized
--------------------------------
 -   fftw@3.3.10%oneapi@2022.2.1+mpi~openmp~pfft_patches+shared build_system=autotools precision=double,float arch=linux-rocky9-icelake
[e]      ^glibc@2.34%gcc@11.3.1 build_system=autotools arch=linux-rocky9-icelake
[+]      ^gmake@4.4.1%gcc@11.3.1~guile build_system=generic arch=linux-rocky9-icelake
[+]          ^gcc-runtime@11.3.1%gcc@11.3.1 build_system=generic arch=linux-rocky9-icelake
 -       ^intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1+envmods~external-libfabric~generic-names~ilp64 build_system=generic arch=linux-rocky9-icelake
[+]      ^intel-oneapi-runtime@2022.2.1%oneapi@2022.2.1 build_system=generic arch=linux-rocky9-icelake
```

</details>



### Additional information

the build didn't exactly fail, but this is most relevant to the build stage. May indicate a core spack issue, but I don't want to start with that conclusion. This is present in multiple build packages. For some reason, specifying the mpi to build against does not match any found mpi, even when pashed by hash. This occurs with openmpi and other intel-oneapi-mpi installations as well.

@brtnfld @gheber @hyoklee @lkurz @lrknox 

### General information

- [X] I have run `spack debug report` and reported the version of Spack/Python/Platform
- [X] I have run `spack maintainers <name-of-the-package>` and **@mentioned** any maintainers
- [X] I have uploaded the build log and environment files
- [X] I have searched the issues of this repo and believe this is not a duplicate


Discussion:
Todd and Harmen have been working this issue from an alternative angle, just openmpi instead of intel compiler + intel mpi:
```console
$ spack spec openmpi@4.1.6~atomics~cuda~cxx~cxx_exceptions~gpfs~internal-hwloc~internal-libevent~internal-pmix~java~legacylaunchers~lustre~memchecker~openshmem~orterunprefix+pmi~romio+rsh~singularity~static+vt+wrapper-rpath schedulers=slurm
```

```
$ spack spec gromacs@2024.1 +cuda ^openmpi@4.1.6~atomics~cuda~cxx~cxx_exceptions~gpfs~internal-hwloc~internal-libevent~internal-pmix~java~legacylaunchers~lustre~memchecker~openshmem~orterunprefix+pmi~romio+rsh~singularity~static+vt+wrapper-rpath
==> Warning: config:terminal_title has been replaced by install_status and is ignored
Input spec
--------------------------------
 -   gromacs@2024.1+cuda
 -       ^openmpi@4.1.6~atomics~cuda~cxx~cxx_exceptions~gpfs~internal-hwloc~internal-libevent~internal-pmix~java~legacylaunchers~lustre~memchecker~openshmem~orterunprefix+pmi~romio+rsh~singularity~static+vt+wrapper-rpath

Concretized
--------------------------------
 -   gromacs@2024.1%gcc@11.3.1~cp2k+cuda~cufftmp~cycle_subcounters~double+gmxapi+hwloc~intel_provided_gcc~ipo~mdrun_only+mpi+nblib~nosuffix~opencl+openmp~relaxed_double_precision+shared~sycl build_system=cmake build_type=Release cuda_arch=none generator=make openmp_max_threads=none arch=linux-rocky9-x86_64_v4
[+]      ^cmake@3.27.9%gcc@11.3.1~doc+ncurses+ownlibs build_system=generic build_type=Release arch=linux-rocky9-x86_64
[+]          ^curl@8.6.0%gcc@11.3.1~gssapi~ldap+libidn2~librtmp~libssh~libssh2+nghttp2 build_system=autotools libs=shared,static tls=openssl arch=linux-rocky9-x86_64
[+]              ^libidn2@2.3.4%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]                  ^libunistring@1.1%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]              ^nghttp2@1.57.0%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]              ^openssl@3.2.1%gcc@11.3.1~docs+shared build_system=generic certs=mozilla arch=linux-rocky9-x86_64
[+]                  ^ca-certificates-mozilla@2023-05-30%gcc@11.3.1 build_system=generic arch=linux-rocky9-x86_64
[+]          ^ncurses@6.4%gcc@11.3.1~symlinks+termlib abi=none build_system=autotools patches=7a351bc arch=linux-rocky9-x86_64
[+]          ^zlib@1.3.1%gcc@11.3.1+optimize+pic+shared build_system=makefile arch=linux-rocky9-x86_64
[+]      ^cuda@12.4.0%gcc@11.3.1~allow-unsupported-compilers~dev build_system=generic arch=linux-rocky9-x86_64
[+]          ^libxml2@2.10.3%gcc@11.3.1+pic~python+shared build_system=autotools arch=linux-rocky9-x86_64
[+]              ^libiconv@1.17%gcc@11.3.1 build_system=autotools libs=shared,static arch=linux-rocky9-x86_64
[+]              ^xz@5.4.6%gcc@11.3.1~pic build_system=autotools libs=shared,static arch=linux-rocky9-x86_64
[+]      ^gcc-runtime@11.3.1%gcc@11.3.1 build_system=generic arch=linux-rocky9-x86_64
[e]      ^glibc@2.34%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]      ^gmake@4.4.1%gcc@11.3.1~guile build_system=generic arch=linux-rocky9-x86_64
[+]      ^hwloc@2.9.1%gcc@11.3.1~cairo~cuda~gl~libudev+libxml2~netloc~nvml~oneapi-level-zero~opencl+pci~rocm build_system=autotools libs=shared,static arch=linux-rocky9-x86_64
[+]          ^libpciaccess@0.17%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]              ^libtool@2.4.7%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]                  ^findutils@4.9.0%gcc@11.3.1 build_system=autotools patches=440b954 arch=linux-rocky9-x86_64
[+]              ^util-macros@1.19.3%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]          ^pkgconf@1.9.5%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]      ^intel-oneapi-mkl@2024.1.0%gcc@11.3.1~cluster+envmods~ilp64+shared build_system=generic mpi_family=none threads=none arch=linux-rocky9-x86_64_v4
[+]          ^intel-tbb@2021.9.0%gcc@11.3.1~ipo+shared+tm build_system=cmake build_type=Release cxxstd=default generator=make patches=91755c6 arch=linux-rocky9-x86_64
[+]      ^openblas@0.3.26%gcc@11.3.1~bignuma~consistent_fpcsr+dynamic_dispatch+fortran~ilp64+locking+pic+shared build_system=makefile symbol_suffix=none threads=none arch=linux-rocky9-x86_64
[+]          ^perl@5.38.0%gcc@11.3.1+cpanm+opcode+open+shared+threads build_system=generic arch=linux-rocky9-x86_64
[+]              ^berkeley-db@18.1.40%gcc@11.3.1+cxx~docs+stl build_system=autotools patches=26090f4,b231fcc arch=linux-rocky9-x86_64
[+]              ^bzip2@1.0.8%gcc@11.3.1~debug~pic+shared build_system=generic arch=linux-rocky9-x86_64
[+]                  ^diffutils@3.10%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]              ^gdbm@1.23%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]                  ^readline@8.2%gcc@11.3.1 build_system=autotools patches=bbf97f1 arch=linux-rocky9-x86_64
 -       ^openmpi@4.1.6%gcc@11.3.1~atomics~cuda~cxx~cxx_exceptions~gpfs~internal-hwloc~internal-libevent~internal-pmix~java~legacylaunchers~lustre~memchecker~openshmem~orterunprefix+pmi~romio+rsh~singularity~static+vt+wrapper-rpath build_system=autotools fabrics=none romio-filesystem=none schedulers=slurm arch=linux-rocky9-x86_64_v4
[+]          ^libevent@2.1.12%gcc@11.3.1+openssl build_system=autotools arch=linux-rocky9-x86_64
[+]          ^numactl@2.0.14%gcc@11.3.1 build_system=autotools patches=4e1d78c,62fc8a8,ff37630 arch=linux-rocky9-x86_64
[+]              ^autoconf@2.72%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]              ^automake@1.16.5%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]              ^m4@1.4.19%gcc@11.3.1+sigsegv build_system=autotools patches=9dc5fbd,bfdffa7 arch=linux-rocky9-x86_64
[+]                  ^libsigsegv@2.14%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]          ^openssh@9.7p1%gcc@11.3.1+gssapi build_system=autotools arch=linux-rocky9-x86_64
[+]              ^krb5@1.20.1%gcc@11.3.1+shared build_system=autotools arch=linux-rocky9-x86_64
[+]                  ^bison@3.8.2%gcc@11.3.1~color build_system=autotools arch=linux-rocky9-x86_64
[+]                  ^gettext@0.22.4%gcc@11.3.1+bzip2+curses+git~libunistring+libxml2+pic+shared+tar+xz build_system=autotools arch=linux-rocky9-x86_64
[+]                      ^tar@1.34%gcc@11.3.1 build_system=autotools zip=pigz arch=linux-rocky9-x86_64
[+]                          ^pigz@2.8%gcc@11.3.1 build_system=makefile arch=linux-rocky9-x86_64
[+]                          ^zstd@1.5.6%gcc@11.3.1+programs build_system=makefile compression=none libs=shared,static arch=linux-rocky9-x86_64
[+]              ^libedit@3.1-20230828%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64
[+]              ^libxcrypt@4.4.35%gcc@11.3.1~obsolete_api build_system=autotools patches=4885da3 arch=linux-rocky9-x86_64
[+]          ^pmix@5.0.1%gcc@11.3.1~docs+pmi_backwards_compatibility~python~restful build_system=autotools arch=linux-rocky9-x86_64
[e]          ^slurm@hpc2%gcc@11.3.1~cgroup~gtk~hdf5~hwloc~mariadb~nvml~pam~pmix+readline~restd~rsmi build_system=autotools sysconfdir=PREFIX/etc arch=linux-rocky9-x86_64_v4
[+]      ^pkgconf@1.9.5%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64_v4
[+]          ^gcc-runtime@11.3.1%gcc@11.3.1 build_system=generic arch=linux-rocky9-x86_64_v4
[e]          ^glibc@2.34%gcc@11.3.1 build_system=autotools arch=linux-rocky9-x86_64_v4
[+]          ^gmake@4.4.1%gcc@11.3.1~guile build_system=generic arch=linux-rocky9-x86_64_v4
```
Commit info from the smaller environment where we've been working:
```
commit a5c8111076e13b27f955d33b1a3b6b4236b98c38 (HEAD -> develop, origin/develop, origin/HEAD)
Author: Jon Rood <jon.rood@nrel.gov>
Date:   Tue May 14 12:26:07 2024 -0600
```
Attached index.json from the system where we are examining the openmpi specifically.
[index.json](https://github.com/spack/spack/files/15392776/index.json)

Tagging the dynamic duo who've been looking into this from slack.
@haampie @tgamblin 
spack spec --json sombrero ^openmpi
```
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```

spack spec --json gromacs@2024.1 ^openmpi
```


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```

spack spec --json openmpi/boemme
```
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```
Looking into this. It seems the issue is that we do not emit a `compatible_libc` fact in the ASP logic program for the external `slurm` in the `openmpi`. That causes a cascade of incompatibilities, for any concrete spec using that `slurm`.
I'll submit a PR asap, but this diff:
```diff
diff --git a/lib/spack/spack/solver/libc_compatibility.lp b/lib/spack/spack/solver/libc_compatibility.lp
index 28c7c57fda..5efbcd8667 100644
--- a/lib/spack/spack/solver/libc_compatibility.lp
+++ b/lib/spack/spack/solver/libc_compatibility.lp
@@ -10,12 +10,13 @@
 %=============================================================================
 
 % A package cannot be reused if the libc is not compatible with it
-:- provider(node(X, LibcPackage), node(0, "libc")),
-   attr("version", node(X, LibcPackage), LibcVersion),
-   attr("hash", node(R, ReusedPackage), Hash),
-   % Libc packages can be reused without the "compatible_libc" attribute
-   ReusedPackage != LibcPackage,
-   not attr("compatible_libc", node(R, ReusedPackage), LibcPackage, LibcVersion).
+error(100, "Cannot reuse {0} since we cannot determine libc compatibility", ReusedPackage)
+  :- provider(node(X, LibcPackage), node(0, "libc")),
+     attr("version", node(X, LibcPackage), LibcVersion),
+     attr("hash", node(R, ReusedPackage), Hash),
+     % Libc packages can be reused without the "compatible_libc" attribute
+     ReusedPackage != LibcPackage,
+     not attr("compatible_libc", node(R, ReusedPackage), LibcPackage, LibcVersion).
 
 % Check whether the DAG has any built package
 has_built_packages() :- build(X), not external(X).

```
should be sufficient to give a better error message:
```console
# spack solve sombrero ^/boemme
==> Error: concretization failed for the following reasons:

   1. Cannot reuse slurm since we cannot determine libc compatibility

```
@snowbird294 This other diff should hopefully fix your issue:
```diff
diff --git a/lib/spack/spack/solver/asp.py b/lib/spack/spack/solver/asp.py
index 0083dbc070..10b9b2b66b 100644
--- a/lib/spack/spack/solver/asp.py
+++ b/lib/spack/spack/solver/asp.py
@@ -1939,6 +1939,13 @@ def _spec_clauses(
             for virtual in virtuals:
                 clauses.append(fn.attr("virtual_on_incoming_edges", spec.name, virtual))
 
+        # If the spec is external and concrete, we allow all the libcs on the system
+        if spec.external and spec.concrete and using_libc_compatibility():
+            for libc in self.libcs:
+                clauses.append(
+                    fn.attr("compatible_libc", spec.name, libc.name, libc.version)
+                )
+
         # add all clauses from dependencies
         if transitive:
             # TODO: Eventually distinguish 2 deps on the same pkg (build and link)

```
I super appreciate the error message update and the patch. I can confirm that the solver change worked like a charm:

Abbreviated:
```
[+] /apps/spack-managed/gcc-11.3.1/openmpi-4.1.6-boemme3rube26svzrpvwcsdqgcasfx46
==> Installing gromacs-2024.1-mvbmugeif5x27jzbvjhc2v52tokp2dwb [36/36]
```
The patch worked for openmpi and my most recent intel-oneapi-compiler+mpi, but I'm getting the bug when I move to building against some older compiler+mpis. Do i need to specify them differently for stuff that was built with previous versions of spack?

$ spack spec hdf5@1.14.3 +fortran +mpi %oneapi@2022.2.1 ^intel-oneapi-mpi/zfmfvyc
```
==> Warning: config:terminal_title has been replaced by install_status and is ignored
==> Error: concretization failed for the following reasons:

   1. Cannot reuse intel-oneapi-mpi since we cannot determine libc compatibility
```
spack spec --json hdf5@1.14.3 +fortran +mpi %oneapi@2022.2.1 ^intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1
```
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```
spack spec --json intel-oneapi-mpi@2021.7.1%oneapi@2022.2.1
```
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```
spack spec --json /zfmfvy
```
{"spec":{"_meta":{"version":4},"nodes":[{"name":"intel-oneapi-mpi","version":"2021.7.1","arch":{"platform":"linux","platform_os":"rocky9","target":{"name":"icelake","vendor":"GenuineIntel","features":["adx","aes","avx","avx2","avx512_bitalg","avx512_vbmi2","avx512_vnni","avx512_vpopcntdq","avx512bw","avx512cd","avx512dq","avx512f","avx512ifma","avx512vbmi","avx512vl","bmi1","bmi2","clflushopt","clwb","f16c","fma","gfni","mmx","movbe","pclmulqdq","popcnt","rdpid","rdrand","rdseed","sha_ni","sse","sse2","sse4_1","sse4_2","ssse3","vaes","vpclmulqdq","xsavec","xsaveopt"],"generation":0,"parents":["cascadelake","cannonlake"]}},"compiler":{"name":"oneapi","version":"2022.2.1"},"namespace":"builtin","parameters":{"build_system":"generic","external-libfabric":false,"generic-names":false,"ilp64":false,"cflags":[],"cppflags":[],"cxxflags":[],"fflags":[],"ldflags":[],"ldlibs":[]},"package_hash":"sxqjbskqeor3rlrohmuddsgeucki6vejasj3hea4fzuqmkktx7ta====","hash":"zfmfvyc4a4wkhgxe2f34irg663e6dcoh"}]}}
```
spack spec hdf5@1.14.3 +fortran +mpi %oneapi@2024.1 ^intel-oneapi-mpi@2021.12.0
```
[+] /apps/spack-managed/oneapi-2024.1.0/intel-oneapi-mpi-2021.12.0-ehon7g4v724zl5ks5ihv53suriijlbpk
==> Installing hdf5-1.14.3-3m4yqe6li6xzxopqufhyeo6r4npfcjb6 [13/13]
```
> Do i need to specify them differently for stuff that was built with previous versions of spack?

If those specs don't have any runtime, and they are not external, then this is expected. The general issue is that specs without a runtime may rely on some compiler being installed in specific places. To avoid installing something broken, we exclude those specs from reuse.

Resolving patch:
diff --git a/lib/spack/spack/solver/asp.py b/lib/spack/spack/solver/asp.py
--- a/lib/spack/spack/solver/asp.py
+++ b/lib/spack/spack/solver/asp.py
@@ -1939,6 +1939,11 @@ def _spec_clauses(
             for virtual in virtuals:
                 clauses.append(fn.attr("virtual_on_incoming_edges", spec.name, virtual))
 
+        # If the spec is external and concrete, we allow all the libcs on the system
+        if spec.external and spec.concrete and using_libc_compatibility():
+            for libc in self.libcs:
+                clauses.append(fn.attr("compatible_libc", spec.name, libc.name, libc.version))
+
         # add all clauses from dependencies
         if transitive:
             # TODO: Eventually distinguish 2 deps on the same pkg (build and link)
diff --git a/var/spack/repos/builtin.mock/packages/sombrero/package.py b/var/spack/repos/builtin.mock/packages/sombrero/package.py
new file mode 100644
--- /dev/null
+++ b/var/spack/repos/builtin.mock/packages/sombrero/package.py
@@ -0,0 +1,16 @@
+# Copyright 2013-2024 Lawrence Livermore National Security, LLC and other
+# Spack Project Developers. See the top-level COPYRIGHT file for details.
+#
+# SPDX-License-Identifier: (Apache-2.0 OR MIT)
+
+from spack.package import *
+
+
+class Sombrero(Package):
+    """Simple package with a dependency on an external spec."""
+
+    homepage = "http://www.example.com"
+    url = "http://www.example.com/b-1.0.tar.gz"
+
+    version("1.0", md5="0123456789abcdef0123456789abcdef")
+    depends_on("externaltool")


Test patch:
diff --git a/lib/spack/spack/test/concretize.py b/lib/spack/spack/test/concretize.py
--- a/lib/spack/spack/test/concretize.py
+++ b/lib/spack/spack/test/concretize.py
@@ -2546,6 +2546,30 @@ def test_include_specs_from_externals_and_libcs(
 
         assert result["deprecated-versions"].satisfies("@1.0.0")
 
+    @pytest.mark.regression("44085")
+    @pytest.mark.only_clingo("Use case not supported by the original concretizer")
+    def test_can_reuse_concrete_externals_for_dependents(self, mutable_config, tmp_path):
+        """Test that external specs that are in the DB can be reused. This means they are
+        preferred to concretizing another external from packages.yaml
+        """
+        packages_yaml = {
+            "externaltool": {"externals": [{"spec": "externaltool@2.0", "prefix": "/fake/path"}]}
+        }
+        mutable_config.set("packages", packages_yaml)
+        # Concretize with gcc@9 to get a suboptimal spec, since we have gcc@10 available
+        external_spec = Spec("externaltool@2 %gcc@9").concretized()
+        assert external_spec.external
+
+        root_specs = [Spec("sombrero")]
+        with spack.config.override("concretizer:reuse", True):
+            solver = spack.solver.asp.Solver()
+            setup = spack.solver.asp.SpackSolverSetup()
+            result, _, _ = solver.driver.solve(setup, root_specs, reuse=[external_spec])
+
+        assert len(result.specs) == 1
+        sombrero = result.specs[0]
+        assert sombrero["externaltool"].dag_hash() == external_spec.dag_hash()
+
 
 @pytest.fixture()
 def duplicates_test_repository():