update requirements to prepare Dec 22 snapshot

requirements.in

@@ -1,7 +1,6 @@
 nbgitpuller
 
 # Data analytics
-pymc3
+pymc<5
 graphviz
 seaborn
-numpy==1.21.5

requirements.txt

@@ -1,9 +1,15 @@
 #
-# This file is autogenerated by pip-compile with python 3.9
-# To update, run:
+# This file is autogenerated by pip-compile with Python 3.9
+# by the following command:
 #
-#    pip-compile requirements.in
+#    pip-compile --resolver=backtracking requirements.in
 #
+aeppl==0.0.38
+    # via pymc
+aesara==2.8.7
+    # via
+    #   aeppl
+    #   pymc
 anyio==3.4.0
     # via jupyter-server
 argon2-cffi==21.3.0
@@ -12,20 +18,27 @@ argon2-cffi==21.3.0
     #   notebook
 argon2-cffi-bindings==21.2.0
     # via argon2-cffi
-arviz==0.11.4
-    # via pymc3
+arviz==0.14.0
+    # via pymc
 attrs==21.4.0
     # via jsonschema
 backcall==0.2.0
     # via ipython
 bleach==4.1.0
     # via nbconvert
 cachetools==5.0.0
-    # via pymc3
+    # via pymc
 cffi==1.15.0
     # via argon2-cffi-bindings
 cftime==1.5.1.1
     # via netcdf4
+cloudpickle==2.2.0
+    # via pymc
+cons==0.4.5
+    # via
+    #   aesara
+    #   etuples
+    #   minikanren
 cycler==0.11.0
     # via matplotlib
 debugpy==1.5.1
@@ -34,16 +47,18 @@ decorator==5.1.1
     # via ipython
 defusedxml==0.7.1
     # via nbconvert
-dill==0.3.4
-    # via pymc3
 entrypoints==0.3
     # via
     #   jupyter-client
     #   nbconvert
+etuples==0.3.8
+    # via
+    #   aesara
+    #   minikanren
 fastprogress==1.0.0
-    # via pymc3
+    # via pymc
 filelock==3.4.2
-    # via theano-pymc
+    # via aesara
 fonttools==4.28.5
     # via matplotlib
 graphviz==0.19.1
@@ -87,6 +102,11 @@ jupyterlab-pygments==0.1.2
     # via nbconvert
 kiwisolver==1.3.2
     # via matplotlib
+logical-unification==0.4.5
+    # via
+    #   aesara
+    #   cons
+    #   minikanren
 markupsafe==2.0.1
     # via jinja2
 matplotlib==3.5.1
@@ -97,8 +117,15 @@ matplotlib-inline==0.1.3
     # via
     #   ipykernel
     #   ipython
+minikanren==1.0.3
+    # via aesara
 mistune==0.8.4
     # via nbconvert
+multipledispatch==0.6.0
+    # via
+    #   etuples
+    #   logical-unification
+    #   minikanren
 nbclient==0.5.9
     # via nbconvert
 nbconvert==6.4.0
@@ -125,36 +152,35 @@ notebook==6.4.6
     # via nbgitpuller
 numpy==1.21.5
     # via
-    #   -r requirements.in
+    #   aeppl
+    #   aesara
     #   arviz
     #   cftime
     #   fastprogress
     #   matplotlib
     #   netcdf4
     #   pandas
-    #   patsy
-    #   pymc3
+    #   pymc
     #   scipy
     #   seaborn
-    #   theano-pymc
     #   xarray
+    #   xarray-einstats
 packaging==21.3
     # via
     #   arviz
     #   bleach
     #   matplotlib
-pandas==1.3.5
+    #   xarray
+pandas==1.5.2
     # via
     #   arviz
-    #   pymc3
+    #   pymc
     #   seaborn
     #   xarray
 pandocfilters==1.5.0
     # via nbconvert
 parso==0.8.3
     # via jedi
-patsy==0.5.2
-    # via pymc3
 pexpect==4.8.0
     # via ipython
 pickleshare==0.7.5
@@ -178,7 +204,7 @@ pygments==2.11.2
     #   ipython
     #   jupyterlab-pygments
     #   nbconvert
-pymc3==3.11.4
+pymc==4.4.0
     # via -r requirements.in
 pyparsing==3.0.6
     # via
@@ -198,24 +224,24 @@ pyzmq==22.3.0
     #   jupyter-client
     #   jupyter-server
     #   notebook
-scipy==1.7.3
+scipy==1.9.3
     # via
+    #   aeppl
+    #   aesara
     #   arviz
-    #   pymc3
+    #   pymc
     #   seaborn
-    #   theano-pymc
+    #   xarray-einstats
 seaborn==0.11.2
     # via -r requirements.in
-semver==2.13.0
-    # via pymc3
 send2trash==1.8.0
     # via
     #   jupyter-server
     #   notebook
 six==1.16.0
     # via
     #   bleach
-    #   patsy
+    #   multipledispatch
     #   python-dateutil
 sniffio==1.2.0
     # via anyio
@@ -225,8 +251,10 @@ terminado==0.12.1
     #   notebook
 testpath==0.5.0
     # via nbconvert
-theano-pymc==1.1.2
-    # via pymc3
+toolz==0.12.0
+    # via
+    #   logical-unification
+    #   minikanren
 tornado==6.1
     # via
     #   ipykernel
@@ -247,17 +275,22 @@ traitlets==5.1.1
     #   nbconvert
     #   nbformat
     #   notebook
-typing-extensions==3.10.0.2
+typing-extensions==4.4.0
     # via
+    #   aesara
     #   arviz
-    #   pymc3
+    #   pymc
 wcwidth==0.2.5
     # via prompt-toolkit
 webencodings==0.5.1
     # via bleach
 websocket-client==1.2.3
     # via jupyter-server
-xarray==0.20.2
+xarray==2022.12.0
+    # via
+    #   arviz
+    #   xarray-einstats
+xarray-einstats==0.4.0
     # via arviz
 
 # The following packages are considered to be unsafe in a requirements file: