Repository: Deltares/pandamesh (language: python)

Issue:
Compatibility with Numpy 2.0.0 
Hi, 

I just wanted to ask whether you are working on a compatibility with Numpy 2.0.0? If so, when could I expect a solution? We have `pandamesh` as a dependency in our project and would like to work with the latest numpy package. 


Discussion / hints:
create a short fix for myself to be compatible with numpy 2.0.0, you can see changes here: https://github.com/Deltares/pandamesh/compare/main...HeiJuli:pandamesh:fix_numpy2. They are related to the array structure of the segments returned from numpy.unique() ...

But I am sure more changes are required for full compatibility. 

Fix patch:
diff --git a/pandamesh/triangle_geometry.py b/pandamesh/triangle_geometry.py
index 78b9975..d87ddc3 100644
--- a/pandamesh/triangle_geometry.py
+++ b/pandamesh/triangle_geometry.py
@@ -26,6 +26,7 @@ def add_linestrings(linestrings: gpd.GeoSeries) -> Tuple[FloatArray, IntArray]:
     # If the geometry is closed (LinearRings), the final vertex of every
     # feature is discarded, since the repeats will segfault Triangle.
     vertices, inverse = np.unique(vertices, return_inverse=True, axis=0)
+    inverse = inverse.ravel()
     segments = inverse[segments]
 
     return vertices, segments
diff --git a/pixi.lock b/pixi.lock
index b447fa6..529cb45 100644
--- a/pixi.lock
+++ b/pixi.lock
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-      - conda: https://conda.anaconda.org/conda-forge/win-64/xerces-c-3.2.5-h63175ca_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/xerces-c-3.2.5-he0c23c2_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/xorg-fixesproto-5.0-hcd874cb_1002.tar.bz2
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-      - conda: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.22.0-py312h7606c53_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py312h7606c53_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.6-h0ea2cb4_0.conda
       - pypi: .
 packages:
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   - aws-c-http >=0.8.2,<0.8.3.0a0
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   license: Apache-2.0
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   subdir: win-64
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   - aws-c-http >=0.8.2,<0.8.3.0a0
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   - ucrt >=10.0.20348.0
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@@ -6637,117 +6845,126 @@ packages:
   license: Apache-2.0
   license_family: Apache
   purls: []
-  size: 101280
-  timestamp: 1719351896421
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   - azure-identity-cpp >=1.8.0,<1.8.1.0a0
@@ -28643,20 +29955,20 @@ packages:
   license: MIT
   license_family: MIT
   purls: []
-  size: 3125029
-  timestamp: 1720445540129
+  size: 3123009
+  timestamp: 1720848265809
 - kind: conda
   name: tiledb
   version: 2.24.2
-  build: h493d6f2_1
-  build_number: 1
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/tiledb-2.24.2-h493d6f2_1.conda
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-  md5: 7937e9373961828fee68e8b8d6f0ed44
+  build: h5def871_2
+  build_number: 2
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.24.2-h5def871_2.conda
+  sha256: 66c9f8d45ff614af969ded3dc271354bc1885c97fae946bad361a471ae0d629e
+  md5: 324ed9291d2eba902557876197cec529
   depends:
-  - __osx >=10.13
-  - aws-crt-cpp >=0.27.2,<0.27.3.0a0
+  - __osx >=11.0
+  - aws-crt-cpp >=0.27.3,<0.27.4.0a0
   - aws-sdk-cpp >=1.11.329,<1.11.330.0a0
   - azure-core-cpp >=1.12.0,<1.12.1.0a0
   - azure-identity-cpp >=1.8.0,<1.8.1.0a0
@@ -28679,20 +29991,20 @@ packages:
   license: MIT
   license_family: MIT
   purls: []
-  size: 3943540
-  timestamp: 1720445848273
+  size: 3531392
+  timestamp: 1720847638756
 - kind: conda
   name: tiledb
   version: 2.24.2
-  build: h577ba9b_1
-  build_number: 1
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.24.2-h577ba9b_1.conda
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-  md5: 5a5d39635c16bd401fc630889a8b13ed
+  build: h86b3714_2
+  build_number: 2
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/tiledb-2.24.2-h86b3714_2.conda
+  sha256: c3ab3d43e3a4d8ebe7cdc318893ee3b0600a137dc394d0d36f9e10edb90ad941
+  md5: d48129ada13ea9c8a8a2b0ab007c1125
   depends:
-  - __osx >=11.0
-  - aws-crt-cpp >=0.27.2,<0.27.3.0a0
+  - __osx >=10.13
+  - aws-crt-cpp >=0.27.3,<0.27.4.0a0
   - aws-sdk-cpp >=1.11.329,<1.11.330.0a0
   - azure-core-cpp >=1.12.0,<1.12.1.0a0
   - azure-identity-cpp >=1.8.0,<1.8.1.0a0
@@ -28715,20 +30027,20 @@ packages:
   license: MIT
   license_family: MIT
   purls: []
-  size: 3543488
-  timestamp: 1720445672116
+  size: 3842000
+  timestamp: 1720847948135
 - kind: conda
   name: tiledb
   version: 2.24.2
-  build: h9260d03_1
-  build_number: 1
+  build: hc55ee95_2
+  build_number: 2
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.24.2-h9260d03_1.conda
-  sha256: 80d34c15146759cf36a086a2135ba151fcbc188b707b07d375674c3ebd01941a
-  md5: 4b55dfbdc38db6488f3496f7175f8f10
+  url: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.24.2-hc55ee95_2.conda
+  sha256: 9a84b39d158d72ff96143b6b532fe93001f1b1171ddbbf9b42ac12a22252d739
+  md5: bc6b3a6693d53e33dea28c89e02745dd
   depends:
   - __glibc >=2.17,<3.0.a0
-  - aws-crt-cpp >=0.27.2,<0.27.3.0a0
+  - aws-crt-cpp >=0.27.3,<0.27.4.0a0
   - aws-sdk-cpp >=1.11.329,<1.11.330.0a0
   - azure-core-cpp >=1.12.0,<1.12.1.0a0
   - azure-identity-cpp >=1.8.0,<1.8.1.0a0
@@ -28752,8 +30064,8 @@ packages:
   license: MIT
   license_family: MIT
   purls: []
-  size: 4351964
-  timestamp: 1720445145779
+  size: 4352150
+  timestamp: 1720847834461
 - kind: conda
   name: tinycss2
   version: 1.3.0
@@ -30015,23 +31327,6 @@ packages:
   purls: []
   size: 51689
   timestamp: 1718844051451
-- kind: conda
-  name: xerces-c
-  version: 3.2.5
-  build: h63175ca_0
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/xerces-c-3.2.5-h63175ca_0.conda
-  sha256: 21328b0442f2f86ad5bf14481ed60f56a8ebb765a68d158a57ec6f32eb55762b
-  md5: b1e07902b6bb7833db8cc4ec32f32dc7
-  depends:
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
-  license: Apache-2.0
-  license_family: Apache
-  purls: []
-  size: 3574165
-  timestamp: 1703093650967
 - kind: conda
   name: xerces-c
   version: 3.2.5
@@ -30068,6 +31363,24 @@ packages:
   purls: []
   size: 1346161
   timestamp: 1703093374769
+- kind: conda
+  name: xerces-c
+  version: 3.2.5
+  build: he0c23c2_1
+  build_number: 1
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/xerces-c-3.2.5-he0c23c2_1.conda
+  sha256: d90517c4ea257096a021ccb42742607e9ee034492aba697db1095321a871a638
+  md5: 0a0d85bb98ea8ffb9948afe5bcbd63f7
+  depends:
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  license: Apache-2.0
+  license_family: Apache
+  purls: []
+  size: 3547000
+  timestamp: 1721032032254
 - kind: conda
   name: xerces-c
   version: 3.2.5
@@ -31284,13 +32597,12 @@ packages:
   timestamp: 1716874280334
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py310h0e17136_1
-  build_number: 1
+  version: 0.23.0
+  build: py310h0e17136_0
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.22.0-py310h0e17136_1.conda
-  sha256: d4be954f094a38fe7365c0a4c31f32c7f1535680e16b44d26829e5ea8ba2eb84
-  md5: 52fa05818947f55df6369a92a174d96a
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py310h0e17136_0.conda
+  sha256: 58bf5ea4088fb35b77ea782bbacff543c491b81f3736ab0889b32715875c8da3
+  md5: 6ab528988876dcf5680f8e4b3d833416
   depends:
   - __osx >=10.13
   - cffi >=1.11
@@ -31302,18 +32614,18 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 399892
-  timestamp: 1718866598905
+  size: 402180
+  timestamp: 1721044244377
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py310hab88d88_1
-  build_number: 1
+  version: 0.23.0
+  build: py310h64cae3c_0
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.22.0-py310hab88d88_1.conda
-  sha256: fcabdf9189c66e1696ee0b05b6e96b33572690e2309a4e01a43a02a5baebfce7
-  md5: f997c26e250f125a1a297589a95ae79d
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py310h64cae3c_0.conda
+  sha256: de35f156899fc51bf28895989bd04a048849657ddd7a8baa29d09c4e254cd336
+  md5: b527de1849629f2635dafc77745b015a
   depends:
+  - __glibc >=2.17,<3.0.a0
   - cffi >=1.11
   - libgcc-ng >=12
   - python >=3.10,<3.11.0a0
@@ -31324,17 +32636,16 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 404785
-  timestamp: 1718866452135
+  size: 407508
+  timestamp: 1721044137484
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py310hd9c37c8_1
-  build_number: 1
+  version: 0.23.0
+  build: py310hd9c37c8_0
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.22.0-py310hd9c37c8_1.conda
-  sha256: 5a892c9498ab8a7dbd11b03df18c379722073e8ca4469078ba667fb1f011a4f4
-  md5: 425c0d526fb24cef82ef0d4ed83c5115
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py310hd9c37c8_0.conda
+  sha256: 48c1ae9b9ff5d8854d214b92b3c0d8857694c942f18838aa1db500bcb6eef768
+  md5: c631ea71aa30944076d07a9d7ba274a0
   depends:
   - __osx >=11.0
   - cffi >=1.11
@@ -31347,17 +32658,16 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 320594
-  timestamp: 1718866717998
+  size: 322406
+  timestamp: 1721044389403
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py310he5e10e1_1
-  build_number: 1
+  version: 0.23.0
+  build: py310he5e10e1_0
   subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.22.0-py310he5e10e1_1.conda
-  sha256: d4d2428136ddaa986b88994130395e54c19c088e71e7af0b870a087d14c47c68
-  md5: ef691bc926c0f26d435508b6c1e60acc
+  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py310he5e10e1_0.conda
+  sha256: 9056ac084dfa12fba1d50352c68d3b9b9311d2741199cf75f94c25148431ab86
+  md5: b2566258cb2785003ed52f08f98fb16f
   depends:
   - cffi >=1.11
   - python >=3.10,<3.11.0a0
@@ -31371,17 +32681,16 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 314477
-  timestamp: 1718866979842
+  size: 310488
+  timestamp: 1721044503613
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py311h4a6b76e_1
-  build_number: 1
+  version: 0.23.0
+  build: py311h4a6b76e_0
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.22.0-py311h4a6b76e_1.conda
-  sha256: b7b86382936a604d58af2706933c743c124bd9078054e13e6b76d57807596613
-  md5: 34b2bd2270fd11f9926e0498c0c87a05
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py311h4a6b76e_0.conda
+  sha256: c372898778c58816cf8ad0031504ffb9a451d92c8547e2e524e6e61c1df5d9a3
+  md5: 0571c2ddfd8f08fbf08f3333ac826b2d
   depends:
   - __osx >=11.0
   - cffi >=1.11
@@ -31394,17 +32703,16 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 332160
-  timestamp: 1718866671859
+  size: 332378
+  timestamp: 1721044254516
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py311h51fa951_1
-  build_number: 1
+  version: 0.23.0
+  build: py311h51fa951_0
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.22.0-py311h51fa951_1.conda
-  sha256: cc6e7268e2a22b32bb14ff00786e69d113fff043916705c4671c26613d29973f
-  md5: d6c3e7fc0b4eb316556974d0381d9cc7
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py311h51fa951_0.conda
+  sha256: 5cbac17776b5c8bd27f08f6db4b05a7dc886966370626132654e1418a828931f
+  md5: 9e5d830263cca953b20bb760ca4b6a0d
   depends:
   - __osx >=10.13
   - cffi >=1.11
@@ -31416,17 +32724,16 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 410060
-  timestamp: 1718866810415
+  size: 412173
+  timestamp: 1721044344005
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py311h53056dc_1
-  build_number: 1
+  version: 0.23.0
+  build: py311h53056dc_0
   subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.22.0-py311h53056dc_1.conda
-  sha256: 5926beed451fbd6bb426179b2e45ca0305392241dd8808c1664a2bbe4191a4fa
-  md5: f9b1a5dbb2fb0f25c0ab72249f123273
+  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py311h53056dc_0.conda
+  sha256: 3bd0e287215152d6e3a17090c015368b7632f907cecfb363e7a3391f8ee04f8e
+  md5: a2663051856bfd6ac673a93a0baa7aba
   depends:
   - cffi >=1.11
   - python >=3.11,<3.12.0a0
@@ -31440,18 +32747,18 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 323641
-  timestamp: 1718866773068
+  size: 322403
+  timestamp: 1721044645946
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py311hb6f056b_1
-  build_number: 1
+  version: 0.23.0
+  build: py311h5cd10c7_0
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.22.0-py311hb6f056b_1.conda
-  sha256: 9980740f9b5f9028288c71b750d6a6691d0676ae50db97866d9ee34ab51e8b16
-  md5: 72e84ef20a510ab5fca1f3d80a16e9e2
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py311h5cd10c7_0.conda
+  sha256: ee4e7202ed6d6027eabb9669252b4dfd8144d4fde644435ebe39ab608086e7af
+  md5: 8efe4fe2396281627b3450af8357b190
   depends:
+  - __glibc >=2.17,<3.0.a0
   - cffi >=1.11
   - libgcc-ng >=12
   - python >=3.11,<3.12.0a0
@@ -31462,17 +32769,16 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 415158
-  timestamp: 1718866512189
+  size: 416323
+  timestamp: 1721044178290
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py312h331e495_1
-  build_number: 1
+  version: 0.23.0
+  build: py312h331e495_0
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.22.0-py312h331e495_1.conda
-  sha256: ad6c48685ef9ac57a452cfdd107da7cd2dad01972502b192ba5e7eff9ebf5aab
-  md5: b355647d5ee25f78565028ace80844d1
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py312h331e495_0.conda
+  sha256: c1d379d1062f23e3fbd3dd8548fc6cf61b23d6f96b11e78c4e01f4761580cb02
+  md5: fb62d40e45f51f7d6a7df47c9a12caf4
   depends:
   - __osx >=10.13
   - cffi >=1.11
@@ -31484,18 +32790,18 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 410203
-  timestamp: 1718866548522
+  size: 411066
+  timestamp: 1721044218542
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py312h5b18bf6_1
-  build_number: 1
+  version: 0.23.0
+  build: py312h3483029_0
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.22.0-py312h5b18bf6_1.conda
-  sha256: 3bd22e769ea6bf2c9f59cc9905b9b43058208bde1ecca9d9f656ecd834c137d0
-  md5: 27fe79bbc4dd3767be554fb171df362c
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py312h3483029_0.conda
+  sha256: 7e1e105ea7eab2af591faebf743ff2493f53c313079e316419577925e4492b03
+  md5: eab52e88c858d87cf5a069f79d10bb50
   depends:
+  - __glibc >=2.17,<3.0.a0
   - cffi >=1.11
   - libgcc-ng >=12
   - python >=3.12,<3.13.0a0
@@ -31506,17 +32812,16 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 415366
-  timestamp: 1718866454481
+  size: 416708
+  timestamp: 1721044154409
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py312h721a963_1
-  build_number: 1
+  version: 0.23.0
+  build: py312h721a963_0
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.22.0-py312h721a963_1.conda
-  sha256: 3aea4c16de85cfe932ba523dc1bdec3d267e06ee5a8528e478e6258b2f419ea5
-  md5: 13b5cc78a710f6f13ff3c5bee14355d2
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py312h721a963_0.conda
+  sha256: 6fc0d2f7a0a49a7c1453bb9eacd5456214b6cf000760067d72f0cce464975fa1
+  md5: caf7f5b85615a132c0fa586b82bd59e6
   depends:
   - __osx >=11.0
   - cffi >=1.11
@@ -31529,17 +32834,16 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 332966
-  timestamp: 1718866670388
+  size: 332489
+  timestamp: 1721044244889
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py312h7606c53_1
-  build_number: 1
+  version: 0.23.0
+  build: py312h7606c53_0
   subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.22.0-py312h7606c53_1.conda
-  sha256: 8e7a8188c0bea8b60d2010f2640e8d3ef0b8e63e4c3c0e1cedb73b9048eaeeab
-  md5: 786be87a7cee3e81dea86dd2783ce06c
+  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py312h7606c53_0.conda
+  sha256: 907edf473419a5aff6151900d09bb3f2b2c2ede8964f20ae87cb6fae04d0cbb7
+  md5: c405924e081cb476495ffe72c88e92c2
   depends:
   - cffi >=1.11
   - python >=3.12,<3.13.0a0
@@ -31553,8 +32857,8 @@ packages:
   license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=conda-forge-mapping
-  size: 324422
-  timestamp: 1718867030240
+  size: 320649
+  timestamp: 1721044547910
 - kind: conda
   name: zstd
   version: 1.5.6
diff --git a/pyproject.toml b/pyproject.toml
index 4a5aaea..e3e6d06 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ build = "*"
 geopandas = "*"
 python-gmsh = "*"
 matplotlib = "*"
-numpy = "<2.0"
+numpy = "*"
 pooch = "*"
 pip = "*"
 pre-commit = "*"


Test patch:
diff --git a/tests/test_meshers.py b/tests/test_meshers.py
index b1ab002..3aee626 100644
--- a/tests/test_meshers.py
+++ b/tests/test_meshers.py
@@ -23,7 +23,7 @@ def area(vertices, triangles):
     coords = vertices[triangles]
     u = coords[:, 1] - coords[:, 0]
     v = coords[:, 2] - coords[:, 0]
-    return 0.5 * np.abs(np.cross(u, v))
+    return 0.5 * np.abs(u[:, 0] * v[:, 1] - u[:, 1] * v[:, 0])
 
 
 def triangle_generate(gdf: gpd.GeoDataFrame):
diff --git a/tests/test_triangle_geometry.py b/tests/test_triangle_geometry.py
index 686aa45..2412b7f 100644
--- a/tests/test_triangle_geometry.py
+++ b/tests/test_triangle_geometry.py
@@ -22,7 +22,7 @@ def area(vertices, triangles):
     coords = vertices[triangles]
     u = coords[:, 1] - coords[:, 0]
     v = coords[:, 2] - coords[:, 0]
-    return 0.5 * np.abs(np.cross(u, v))
+    return 0.5 * np.abs(u[:, 0] * v[:, 1] - u[:, 1] * v[:, 0])
 
 
 def test_add_linestrings():