diff --git a/requirements/locks/py310-linux-64.lock b/requirements/locks/py310-linux-64.lock
index ed387a25a8..efa5431823 100644
--- a/requirements/locks/py310-linux-64.lock
+++ b/requirements/locks/py310-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 90bea26e2629b01270a880c650dfec7b34c38d9b6c6ddb4f8c9fee205d0e1ad6
+# input_hash: bc0383c4702650016b286d9f1d4b405e53a5c85772e04622e3c10fd51465463a
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2023.7.22-hbcca054_0.conda#a73ecd2988327ad4c8f2c331482917f2
@@ -9,17 +9,15 @@ https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed3
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2#4d59c254e01d9cde7957100457e2d5fb
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-https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-13.1.0-h15d22d2_0.conda#afb656a334c409dd9805508af1c89c7a
-https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-13.1.0-hfd8a6a1_0.conda#067bcc23164642f4c226da631f2a2e1d
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-13.2.0-h7e041cc_1.conda#acfb4817400db5804030a3a7ef7909a1
 https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.10-3_cp310.conda#4eb33d14d794b0f4be116443ffed3853
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-https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-13.1.0-h69a702a_0.conda#506dc07710dd5b0ba63cbf134897fc10
-https://conda.anaconda.org/conda-forge/linux-64/libgomp-13.1.0-he5830b7_0.conda#56ca14d57ac29a75d23a39eb3ee0ddeb
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-13.2.0-h807b86a_1.conda#8bb001683321dcbde117a7337b5aace7
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-https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.1.0-he5830b7_0.conda#cd93f779ff018dd85c7544c015c9db3c
-https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.9-hd590300_0.conda#a0c6f0e7e1a467f5678f94dea18c8aa7
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.2.0-h807b86a_1.conda#ff8999574b465089ba0aa25a5e865bd0
+https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.10-hd590300_0.conda#75dae9a4201732aa78a530b826ee5fe0
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@@ -28,7 +26,7 @@ https://conda.anaconda.org/conda-forge/linux-64/geos-3.12.0-h59595ed_0.conda#3fd
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-https://conda.anaconda.org/conda-forge/linux-64/icu-72.1-hcb278e6_0.conda#7c8d20d847bb45f56bd941578fcfa146
+https://conda.anaconda.org/conda-forge/linux-64/icu-73.2-h59595ed_0.conda#cc47e1facc155f91abd89b11e48e72ff
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@@ -38,12 +36,12 @@ https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.18-h0b41bf4_0.conda
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+https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-13.2.0-ha4646dd_1.conda#a0d27fd5c6f05aa45e9602b1db49581c
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-https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-2.1.5.1-h0b41bf4_0.conda#1edd9e67bdb90d78cea97733ff6b54e6
+https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-2.1.5.1-hd590300_1.conda#323e90742f0f48fc22bea908735f55e6
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-https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.23-pthreads_h80387f5_0.conda#9c5ea51ccb8ffae7d06c645869d24ce6
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@@ -70,13 +68,13 @@ https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2#2161
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-https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-17_linux64_openblas.conda#57fb44770b1bc832fb2dbefa1bd502de
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+https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-13.2.0-h69a702a_1.conda#394218a92951499aed2ab1bafb30b570
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@@ -84,31 +82,30 @@ https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.43.0-h2797004_0.cond
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-https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.11.5-h0d562d8_0.conda#558ab736404275d7df61c473c1af35aa
-https://conda.anaconda.org/conda-forge/linux-64/libzip-1.10.1-h2629f0a_0.conda#d597567092897b1f1c7350f32e03944e
-https://conda.anaconda.org/conda-forge/linux-64/mysql-common-8.0.33-hf1915f5_2.conda#a55ff0ed12efd86cf3a3dfb750adb950
+https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.11.5-h232c23b_1.conda#f3858448893839820d4bcfb14ad3ecdf
+https://conda.anaconda.org/conda-forge/linux-64/libzip-1.10.1-h2629f0a_3.conda#ac79812548e7e8cf61f7b0abdef01d3b
+https://conda.anaconda.org/conda-forge/linux-64/mysql-common-8.0.33-hf1915f5_4.conda#f6f0ac5665849afc0716213a6cff224d
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@@ -116,6 +113,7 @@ https://conda.anaconda.org/conda-forge/linux-64/xcb-util-wm-0.4.1-h8ee46fc_1.con
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+https://conda.anaconda.org/conda-forge/noarch/asv_runner-0.1.0-pyhd8ed1ab_0.conda#0e8715bef534217eae333c53f645c9ed
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@@ -132,11 +130,11 @@ https://conda.anaconda.org/conda-forge/noarch/distlib-0.3.7-pyhd8ed1ab_0.conda#1
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@@ -270,3 +270,4 @@ https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-htmlhelp-2.0.4-pyhd8
 https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-qthelp-1.0.6-pyhd8ed1ab_0.conda#cf5c9649272c677a964a7313279e3a9b
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+
diff --git a/requirements/locks/py311-linux-64.lock b/requirements/locks/py311-linux-64.lock
index 7542d2bff0..ff6f4ff76c 100644
--- a/requirements/locks/py311-linux-64.lock
+++ b/requirements/locks/py311-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: b73fe0fbcf5caf5854030c02a6233bae6e4061e9f4175a5d8810c6bb3d7701b2
+# input_hash: e651bbc39258b157d888d85ff878fc5c3d62cc9a632c7b8bf515b62cd8d2da53
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
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@@ -9,17 +9,15 @@ https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed3
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+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.2.0-h807b86a_1.conda#ff8999574b465089ba0aa25a5e865bd0
+https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.10-hd590300_0.conda#75dae9a4201732aa78a530b826ee5fe0
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@@ -28,7 +26,7 @@ https://conda.anaconda.org/conda-forge/linux-64/geos-3.12.0-h59595ed_0.conda#3fd
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-https://conda.anaconda.org/conda-forge/linux-64/icu-72.1-hcb278e6_0.conda#7c8d20d847bb45f56bd941578fcfa146
+https://conda.anaconda.org/conda-forge/linux-64/icu-73.2-h59595ed_0.conda#cc47e1facc155f91abd89b11e48e72ff
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@@ -38,12 +36,12 @@ https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.18-h0b41bf4_0.conda
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@@ -70,13 +68,13 @@ https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2#2161
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+https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-13.2.0-h69a702a_1.conda#394218a92951499aed2ab1bafb30b570
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@@ -84,31 +82,30 @@ https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.43.0-h2797004_0.cond
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-https://conda.anaconda.org/conda-forge/linux-64/pandas-2.1.0-py311h320fe9a_0.conda#7f35501e126df510b250ad893482ef45
+https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.0-py311h64a7726_0.conda#bf16a9f625126e378302f08e7ed67517
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@@ -235,31 +228,38 @@ https://conda.anaconda.org/conda-forge/noarch/pytest-xdist-3.3.1-pyhd8ed1ab_0.co
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+https://conda.anaconda.org/conda-forge/noarch/pydata-sphinx-theme-0.14.0-pyhd8ed1ab_0.conda#16cff214435f2a8163fbe67db9eafb96
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@@ -269,3 +269,4 @@ https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-htmlhelp-2.0.4-pyhd8
 https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-qthelp-1.0.6-pyhd8ed1ab_0.conda#cf5c9649272c677a964a7313279e3a9b
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+
diff --git a/requirements/locks/py39-linux-64.lock b/requirements/locks/py39-linux-64.lock
index 24a1b7cc90..fc574db4f3 100644
--- a/requirements/locks/py39-linux-64.lock
+++ b/requirements/locks/py39-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: a96712105b515671c42bd403fde393d6f10f99a02267d05c771ab9ca88f64093
+# input_hash: 8b81c2e9972c5059e1b9013a49eddbd4697c92807d6f5d5282350b6c6d0dc518
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2023.7.22-hbcca054_0.conda#a73ecd2988327ad4c8f2c331482917f2
@@ -9,17 +9,15 @@ https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed3
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+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.2.0-h807b86a_1.conda#ff8999574b465089ba0aa25a5e865bd0
+https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.10-hd590300_0.conda#75dae9a4201732aa78a530b826ee5fe0
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@@ -28,7 +26,7 @@ https://conda.anaconda.org/conda-forge/linux-64/geos-3.12.0-h59595ed_0.conda#3fd
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-https://conda.anaconda.org/conda-forge/linux-64/icu-72.1-hcb278e6_0.conda#7c8d20d847bb45f56bd941578fcfa146
+https://conda.anaconda.org/conda-forge/linux-64/icu-73.2-h59595ed_0.conda#cc47e1facc155f91abd89b11e48e72ff
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@@ -38,12 +36,12 @@ https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.18-h0b41bf4_0.conda
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-https://conda.anaconda.org/conda-forge/linux-64/pandas-2.1.0-py39hddac248_0.conda#0a3624f600f51df010a274176e356ac5
+https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.0-py39h6183b62_0.conda#a50279322335a176d74ed167f9ce468b
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@@ -235,32 +229,38 @@ https://conda.anaconda.org/conda-forge/noarch/pytest-xdist-3.3.1-pyhd8ed1ab_0.co
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+https://conda.anaconda.org/conda-forge/linux-64/cftime-1.6.2-py39h2ae25f5_1.tar.bz2#c943fb9a2818ecc5be1e0ecc8b7738f1
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+https://conda.anaconda.org/conda-forge/linux-64/matplotlib-3.8.0-py39hf3d152e_0.conda#e348333b50ff1f978f3d6af24512de0b
+https://conda.anaconda.org/conda-forge/noarch/pydata-sphinx-theme-0.14.0-pyhd8ed1ab_0.conda#16cff214435f2a8163fbe67db9eafb96
 https://conda.anaconda.org/conda-forge/noarch/sphinx-copybutton-0.5.2-pyhd8ed1ab_0.conda#ac832cc43adc79118cf6e23f1f9b8995
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 https://conda.anaconda.org/conda-forge/noarch/sphinx-gallery-0.14.0-pyhd8ed1ab_0.conda#b3788794f88c9512393032e448428261
@@ -270,3 +270,4 @@ https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-htmlhelp-2.0.4-pyhd8
 https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-qthelp-1.0.6-pyhd8ed1ab_0.conda#cf5c9649272c677a964a7313279e3a9b
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+
diff --git a/requirements/py310.yml b/requirements/py310.yml
index 2ba8abb7ae..fd549a9cf7 100644
--- a/requirements/py310.yml
+++ b/requirements/py310.yml
@@ -35,6 +35,7 @@ dependencies:
   - python-stratify
 
 # Test dependencies.
+  - asv_runner
   - distributed
   - filelock
   - imagehash >=4.0
diff --git a/requirements/py311.yml b/requirements/py311.yml
index 80e112d850..a883e5d87a 100644
--- a/requirements/py311.yml
+++ b/requirements/py311.yml
@@ -35,6 +35,7 @@ dependencies:
   - python-stratify
 
 # Test dependencies.
+  - asv_runner
   - distributed
   - filelock
   - imagehash >=4.0
diff --git a/requirements/py39.yml b/requirements/py39.yml
index ed6a5eda54..5b3c17510e 100644
--- a/requirements/py39.yml
+++ b/requirements/py39.yml
@@ -35,6 +35,7 @@ dependencies:
   - python-stratify
 
 # Test dependencies.
+  - asv_runner
   - distributed
   - filelock
   - imagehash >=4.0