remove non-existant link, add sphinx-mermaid

Author: scottyhq

_config.yml

@@ -69,6 +69,7 @@ sphinx:
     # https://github.com/wpilibsuite/sphinxext-rediraffe
     - sphinxext.rediraffe
     - sphinx_codeautolink
+    - sphinxcontrib.mermaid
 
   config:
     language: en # accessibility

conda/conda-lock.yml

@@ -13,10 +13,10 @@
 version: 1
 metadata:
   content_hash:
-    osx-64: 1791e916d80ac885466e643ee654367d8fb91d5a74d34ec6743c8b39aa52399e
-    linux-64: b96579b41e892b6d1a453495bcefb85681e0d807fe3e93866465367858319bcd
-    win-64: 9aba715d7beceef1f07fd4120597cdc813c0c3f6dd61e8562ad73da4136ad0b6
-    osx-arm64: fb501e34465ed4fac70f9444ad2d1f9a85d629db962c2e3cd5f58b68fb9fa538
+    osx-64: 49571e2dd9e6d47ce6aa3d5bbdc919081985983797be17081f68f976779c036e
+    linux-64: 4daa19bce4836dfdde9cc57bf64660e6a0a4f9cd3aec6d3431e4bed60e747064
+    win-64: 6748589622af59ba72a8bf19ac474488b96e495deb23fbd7fe5599db2c6fbf0b
+    osx-arm64: c99d388694ed3922bfb2c9f3f7467188f2730fb6a376021cd10f2c3468b709c5
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -8583,55 +8583,55 @@ package:
   category: main
   optional: false
 - name: identify
-  version: 2.5.36
+  version: 2.6.0
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.6'
     ukkonen: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/identify-2.5.36-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/identify-2.6.0-pyhd8ed1ab_0.conda
   hash:
-    md5: ba68cb5105760379432cebc82b45af40
-    sha256: dc98ab2233d3ed3692499e2a06b027489ee317658cef9277ec23cab00236f31c
+    md5: f80cc5989f445f23b1622d6c455896d9
+    sha256: 4a2889027df94d51be283536ac235feba77eaa42a0d051f65cd07ba824b324a6
   category: main
   optional: false
 - name: identify
-  version: 2.5.36
+  version: 2.6.0
   manager: conda
   platform: osx-64
   dependencies:
     ukkonen: ''
     python: '>=3.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/identify-2.5.36-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/identify-2.6.0-pyhd8ed1ab_0.conda
   hash:
-    md5: ba68cb5105760379432cebc82b45af40
-    sha256: dc98ab2233d3ed3692499e2a06b027489ee317658cef9277ec23cab00236f31c
+    md5: f80cc5989f445f23b1622d6c455896d9
+    sha256: 4a2889027df94d51be283536ac235feba77eaa42a0d051f65cd07ba824b324a6
   category: main
   optional: false
 - name: identify
-  version: 2.5.36
+  version: 2.6.0
   manager: conda
   platform: osx-arm64
   dependencies:
     ukkonen: ''
     python: '>=3.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/identify-2.5.36-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/identify-2.6.0-pyhd8ed1ab_0.conda
   hash:
-    md5: ba68cb5105760379432cebc82b45af40
-    sha256: dc98ab2233d3ed3692499e2a06b027489ee317658cef9277ec23cab00236f31c
+    md5: f80cc5989f445f23b1622d6c455896d9
+    sha256: 4a2889027df94d51be283536ac235feba77eaa42a0d051f65cd07ba824b324a6
   category: main
   optional: false
 - name: identify
-  version: 2.5.36
+  version: 2.6.0
   manager: conda
   platform: win-64
   dependencies:
     ukkonen: ''
     python: '>=3.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/identify-2.5.36-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/identify-2.6.0-pyhd8ed1ab_0.conda
   hash:
-    md5: ba68cb5105760379432cebc82b45af40
-    sha256: dc98ab2233d3ed3692499e2a06b027489ee317658cef9277ec23cab00236f31c
+    md5: f80cc5989f445f23b1622d6c455896d9
+    sha256: 4a2889027df94d51be283536ac235feba77eaa42a0d051f65cd07ba824b324a6
   category: main
   optional: false
 - name: idna
@@ -23683,6 +23683,62 @@ package:
     sha256: d4337d83b8edba688547766fc80f1ac86d6ec86ceeeda93f376acc04079c5ce2
   category: main
   optional: false
+- name: sphinxcontrib-mermaid
+  version: 0.9.2
+  manager: conda
+  platform: linux-64
+  dependencies:
+    docutils: ''
+    python: '>=3.7'
+    sphinx: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-mermaid-0.9.2-pyhd8ed1ab_0.conda
+  hash:
+    md5: 54a6a75e5b3989f1d925d8e5674bbbcb
+    sha256: bb02467bb3569406d978112f299e8d8b0832cc495b8bbd5d591858ddbe3a291d
+  category: main
+  optional: false
+- name: sphinxcontrib-mermaid
+  version: 0.9.2
+  manager: conda
+  platform: osx-64
+  dependencies:
+    sphinx: ''
+    docutils: ''
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-mermaid-0.9.2-pyhd8ed1ab_0.conda
+  hash:
+    md5: 54a6a75e5b3989f1d925d8e5674bbbcb
+    sha256: bb02467bb3569406d978112f299e8d8b0832cc495b8bbd5d591858ddbe3a291d
+  category: main
+  optional: false
+- name: sphinxcontrib-mermaid
+  version: 0.9.2
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    sphinx: ''
+    docutils: ''
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-mermaid-0.9.2-pyhd8ed1ab_0.conda
+  hash:
+    md5: 54a6a75e5b3989f1d925d8e5674bbbcb
+    sha256: bb02467bb3569406d978112f299e8d8b0832cc495b8bbd5d591858ddbe3a291d
+  category: main
+  optional: false
+- name: sphinxcontrib-mermaid
+  version: 0.9.2
+  manager: conda
+  platform: win-64
+  dependencies:
+    sphinx: ''
+    docutils: ''
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/sphinxcontrib-mermaid-0.9.2-pyhd8ed1ab_0.conda
+  hash:
+    md5: 54a6a75e5b3989f1d925d8e5674bbbcb
+    sha256: bb02467bb3569406d978112f299e8d8b0832cc495b8bbd5d591858ddbe3a291d
+  category: main
+  optional: false
 - name: sphinxcontrib-qthelp
   version: 1.0.7
   manager: conda

conda/environment-unpinned.yml

@@ -35,6 +35,7 @@ dependencies:
   - rioxarray
   - scipy
   - sphinx-codeautolink
+  - sphinxcontrib-mermaid
   - sphinx-notfound-page
   - sphinxext-rediraffe
   - s3fs

conda/environment.yml

@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: b96579b41e892b6d1a453495bcefb85681e0d807fe3e93866465367858319bcd
+# input_hash: 4daa19bce4836dfdde9cc57bf64660e6a0a4f9cd3aec6d3431e4bed60e747064
 
 channels:
   - conda-forge
@@ -151,7 +151,7 @@ dependencies:
   - hvplot=0.10.0=pyhd8ed1ab_0
   - hyperframe=6.0.1=pyhd8ed1ab_0
   - icu=73.2=h59595ed_0
-  - identify=2.5.36=pyhd8ed1ab_0
+  - identify=2.6.0=pyhd8ed1ab_0
   - idna=3.7=pyhd8ed1ab_0
   - imagesize=1.4.1=pyhd8ed1ab_0
   - importlib-metadata=8.0.0=pyha770c72_0
@@ -401,6 +401,7 @@ dependencies:
   - sphinxcontrib-devhelp=1.0.6=pyhd8ed1ab_0
   - sphinxcontrib-htmlhelp=2.0.5=pyhd8ed1ab_0
   - sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_0
+  - sphinxcontrib-mermaid=0.9.2=pyhd8ed1ab_0
   - sphinxcontrib-qthelp=1.0.7=pyhd8ed1ab_0
   - sphinxcontrib-serializinghtml=1.1.10=pyhd8ed1ab_0
   - sphinxext-rediraffe=0.2.7=pyhd8ed1ab_1

intermediate/remote_data/remote-data.ipynb

@@ -208,7 +208,7 @@
     "\n",
     "**Handles Own I/O**: Some libraries have self contained code that can handle I/O, compression, codecs and data access. Some engines task their I/O to lower level libraries. This is the case with rasterio that uses GDAL to access raster files. If a Library is in control of its own I/O operations can be easily adapted to read from buffers.\n",
     "\n",
-    "```mermaid\n",
+    "```{mermaid}\n",
     "graph TD\n",
     "    A[\"netCDF-4 (.nc, .nc4) and most HDF5 files\"] -->|netcdf4| B[\"Remote Access: No\"]\n",
     "    A -->|h5netcdf| C[\"Remote Access: Yes\"]\n",
@@ -230,7 +230,7 @@
     "\n",
     "When we use fsspec to abstract a remote file we are in essence translating byte requests to HTTP range requests over the internet. An HTTP request is a costly I/O operation compared to accessing a local file. Because of this, it's common that libraries that handle over the network data transfers implement a cache to avoid requesting the same data over and over. In the case of fsspec there are different ways to ask the library to handle this **caching and this is one of the most relevant performance considerations** when we work with xarray and remote data.\n",
     "\n",
-    "fsspec default cache is called `read-ahead` and as its name suggests it will read ahead of our request a fixed amount of bytes, this is good when we are working with text or tabular data but it's really an anti pattern when we work with scientific data formats. [Benchmarks show]() that any of the caching schemas will perform better than using the default `read-ahead`.\n",
+    "fsspec default cache is called `read-ahead` and as its name suggests it will read ahead of our request a fixed amount of bytes, this is good when we are working with text or tabular data but it's really an anti pattern when we work with scientific data formats. Benchmarks show that any of the caching schemas will perform better than using the default `read-ahead`.\n",
     "\n",
     "### fsspec caching implementations.\n",
     "\n",