Update spacy requirements across projects for weasel

benchmarks/healthsea_spancat/README.md

@@ -1,19 +1,19 @@
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS START (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS START (do not remove) -->
 
-# 🪐 spaCy Project: Healthsea-Spancat
+# 🪐 Weasel Project: Healthsea-Spancat
 
 This spaCy project uses the Healthsea dataset to compare the performance between the Spancat and NER architecture.
 
 ## 📋 project.yml
 
 The [`project.yml`](project.yml) defines the data assets required by the
 project, as well as the available commands and workflows. For details, see the
-[spaCy projects documentation](https://spacy.io/usage/projects).
+[Weasel documentation](https://github.com/explosion/weasel).
 
 ### ⏯ Commands
 
 The following commands are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run).
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run).
 Commands are only re-run if their inputs have changed.
 
 | Command | Description |
@@ -29,7 +29,7 @@ Commands are only re-run if their inputs have changed.
 ### ⏭ Workflows
 
 The following workflows are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run)
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run)
 and will run the specified commands in order. Commands are only re-run if their
 inputs have changed.
 
@@ -42,11 +42,11 @@ inputs have changed.
 ### 🗂 Assets
 
 The following assets are defined by the project. They can
-be fetched by running [`spacy project assets`](https://spacy.io/api/cli#project-assets)
+be fetched by running [`weasel assets`](https://github.com/explosion/weasel/tree/main/docs/cli.md#open_file_folder-assets)
 in the project directory.
 
 | File | Source | Description |
 | --- | --- | --- |
 | `assets/annotation.jsonl` | URL | NER annotations exported from Prodigy with 5000 examples and 2 labels |
 
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS END (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS END (do not remove) -->

benchmarks/nel/README.md

@@ -1,19 +1,19 @@
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS START (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS START (do not remove) -->
 
-# 🪐 spaCy Project: NEL Benchmark
+# 🪐 Weasel Project: NEL Benchmark
 
 Pipeline for benchmarking NEL approaches (incl. candidate generation and entity disambiguation).
 
 ## 📋 project.yml
 
 The [`project.yml`](project.yml) defines the data assets required by the
 project, as well as the available commands and workflows. For details, see the
-[spaCy projects documentation](https://spacy.io/usage/projects).
+[Weasel documentation](https://github.com/explosion/weasel).
 
 ### ⏯ Commands
 
 The following commands are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run).
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run).
 Commands are only re-run if their inputs have changed.
 
 | Command | Description |
@@ -36,7 +36,7 @@ Commands are only re-run if their inputs have changed.
 ### ⏭ Workflows
 
 The following workflows are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run)
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run)
 and will run the specified commands in order. Commands are only re-run if their
 inputs have changed.
 
@@ -45,7 +45,7 @@ inputs have changed.
 | `all` | `download_mewsli9` &rarr; `download_model` &rarr; `wikid_clone` &rarr; `preprocess` &rarr; `wikid_download_assets` &rarr; `wikid_parse` &rarr; `wikid_create_kb` &rarr; `parse_corpus` &rarr; `compile_corpora` &rarr; `train` &rarr; `evaluate` &rarr; `compare_evaluations` |
 | `training` | `train` &rarr; `evaluate` |
 
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS END (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS END (do not remove) -->
 
 Notes: 
 > **Warning**: Parts of this project are currently not platform-agnostic and run only on Linux. Making the entire 

benchmarks/nel/project.yml

@@ -1,6 +1,5 @@
 title: 'NEL Benchmark'
 description: "Pipeline for benchmarking NEL approaches (incl. candidate generation and entity disambiguation)."
-spacy_version: ">=3.0.0,<3.6.0"
 vars:
   run: "cg-default"
   language: "en"

benchmarks/nel/requirements.txt

@@ -7,3 +7,4 @@ rapidfuzz>=2.0.0
 spacyfishing
 virtualenv
 pysqlite3-binary
+spacy>=3.0.0,<3.6.0

benchmarks/ner_conll03/README.md

@@ -1,17 +1,17 @@
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS START (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS START (do not remove) -->
 
-# 🪐 spaCy Project: Named Entity Recognition (CoNLL-2003)
+# 🪐 Weasel Project: Named Entity Recognition (CoNLL-2003)
 
 ## 📋 project.yml
 
 The [`project.yml`](project.yml) defines the data assets required by the
 project, as well as the available commands and workflows. For details, see the
-[spaCy projects documentation](https://spacy.io/usage/projects).
+[Weasel documentation](https://github.com/explosion/weasel).
 
 ### ⏯ Commands
 
 The following commands are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run).
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run).
 Commands are only re-run if their inputs have changed.
 
 | Command | Description |
@@ -25,7 +25,7 @@ Commands are only re-run if their inputs have changed.
 ### ⏭ Workflows
 
 The following workflows are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run)
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run)
 and will run the specified commands in order. Commands are only re-run if their
 inputs have changed.
 
@@ -36,7 +36,7 @@ inputs have changed.
 ### 🗂 Assets
 
 The following assets are defined by the project. They can
-be fetched by running [`spacy project assets`](https://spacy.io/api/cli#project-assets)
+be fetched by running [`weasel assets`](https://github.com/explosion/weasel/tree/main/docs/cli.md#open_file_folder-assets)
 in the project directory.
 
 | File | Source | Description |
@@ -47,4 +47,4 @@ in the project directory.
 | `assets/conll2003/train.iob` | Local | Training data (not available publicly so you have to add the file yourself) |
 | `assets/orth_variants.json` | URL | A file containing orth variants for data augmentation |
 
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS END (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS END (do not remove) -->

benchmarks/ner_embeddings/README.md

@@ -1,6 +1,6 @@
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS START (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS START (do not remove) -->
 
-# 🪐 spaCy Project: Comparing embedding layers in spaCy
+# 🪐 Weasel Project: Comparing embedding layers in spaCy
 
 This project contains the code to reproduce the results of the
 [Multi hash embeddings in spaCy](https://arxiv.org/abs/2212.09255) technical report by Explosion.
@@ -29,12 +29,12 @@ the hash embedding layers. We apologize for the inconvenience.
 
 The [`project.yml`](project.yml) defines the data assets required by the
 project, as well as the available commands and workflows. For details, see the
-[spaCy projects documentation](https://spacy.io/usage/projects).
+[Weasel documentation](https://github.com/explosion/weasel).
 
 ### ⏯ Commands
 
 The following commands are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run).
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run).
 Commands are only re-run if their inputs have changed.
 
 | Command | Description |
@@ -54,7 +54,7 @@ Commands are only re-run if their inputs have changed.
 ### ⏭ Workflows
 
 The following workflows are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run)
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run)
 and will run the specified commands in order. Commands are only re-run if their
 inputs have changed.
 
@@ -66,7 +66,7 @@ inputs have changed.
 ### 🗂 Assets
 
 The following assets are defined by the project. They can
-be fetched by running [`spacy project assets`](https://spacy.io/api/cli#project-assets)
+be fetched by running [`weasel assets`](https://github.com/explosion/weasel/tree/main/docs/cli.md#open_file_folder-assets)
 in the project directory.
 
 | File | Source | Description |
@@ -76,4 +76,4 @@ in the project directory.
 | `assets/fasttext.nl.gz` | URL | Dutch fastText vectors. |
 | `span-labeling-datasets` | Git |  |
 
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS END (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS END (do not remove) -->

benchmarks/parsing_penn_treebank/README.md

@@ -1,17 +1,17 @@
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS START (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS START (do not remove) -->
 
-# 🪐 spaCy Project: Dependency Parsing (Penn Treebank)
+# 🪐 Weasel Project: Dependency Parsing (Penn Treebank)
 
 ## 📋 project.yml
 
 The [`project.yml`](project.yml) defines the data assets required by the
 project, as well as the available commands and workflows. For details, see the
-[spaCy projects documentation](https://spacy.io/usage/projects).
+[Weasel documentation](https://github.com/explosion/weasel).
 
 ### ⏯ Commands
 
 The following commands are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run).
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run).
 Commands are only re-run if their inputs have changed.
 
 | Command | Description |
@@ -25,7 +25,7 @@ Commands are only re-run if their inputs have changed.
 ### ⏭ Workflows
 
 The following workflows are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run)
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run)
 and will run the specified commands in order. Commands are only re-run if their
 inputs have changed.
 
@@ -36,7 +36,7 @@ inputs have changed.
 ### 🗂 Assets
 
 The following assets are defined by the project. They can
-be fetched by running [`spacy project assets`](https://spacy.io/api/cli#project-assets)
+be fetched by running [`weasel assets`](https://github.com/explosion/weasel/tree/main/docs/cli.md#open_file_folder-assets)
 in the project directory.
 
 | File | Source | Description |
@@ -47,4 +47,4 @@ in the project directory.
 | `assets/vectors.zip` | URL | GloVe vectors |
 | `assets/orth_variants.json` | URL | A file containing orth variants for data augmentation |
 
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS END (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS END (do not remove) -->

benchmarks/pretraining_morphologizer_oscar/README.md

@@ -1,19 +1,19 @@
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS START (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS START (do not remove) -->
 
-# 🪐 spaCy Project: Enhancing Morphological Analysis with spaCy Pretraining
+# 🪐 Weasel Project: Enhancing Morphological Analysis with spaCy Pretraining
 
 This project explores the effectiveness of pretraining techniques on morphological analysis (morphologizer) by conducting experiments on multiple languages. The objective of this project is to demonstrate the benefits of pretraining word vectors using domain-specific data on the performance of the morphological analysis. We leverage the OSCAR dataset to pretrain our vectors for tok2vec and utilize the UD_Treebanks dataset to train a morphologizer component. We evaluate and compare the performance of different pretraining techniques and the performance of models without any pretraining.
 
 ## 📋 project.yml
 
 The [`project.yml`](project.yml) defines the data assets required by the
 project, as well as the available commands and workflows. For details, see the
-[spaCy projects documentation](https://spacy.io/usage/projects).
+[Weasel documentation](https://github.com/explosion/weasel).
 
 ### ⏯ Commands
 
 The following commands are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run).
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run).
 Commands are only re-run if their inputs have changed.
 
 | Command | Description |
@@ -43,7 +43,7 @@ Commands are only re-run if their inputs have changed.
 ### ⏭ Workflows
 
 The following workflows are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run)
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run)
 and will run the specified commands in order. Commands are only re-run if their
 inputs have changed.
 
@@ -59,11 +59,11 @@ inputs have changed.
 ### 🗂 Assets
 
 The following assets are defined by the project. They can
-be fetched by running [`spacy project assets`](https://spacy.io/api/cli#project-assets)
+be fetched by running [`weasel assets`](https://github.com/explosion/weasel/tree/main/docs/cli.md#open_file_folder-assets)
 in the project directory.
 
 | File | Source | Description |
 | --- | --- | --- |
 | `assets/ud-treebanks-v2.5.tgz` | URL |  |
 
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS END (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS END (do not remove) -->

benchmarks/pretraining_morphologizer_oscar/project.yml

@@ -17,8 +17,6 @@ vars:
   # Choose -1 for CPU
   gpu: -1
 
-spacy_version: ">=3.5.2,<4.0.0"
-
 # These are the directories that the project needs. The project CLI will make
 # sure that they always exist.
 directories: ["assets", "scripts", "data", "training", "pretraining", "metrics"]

benchmarks/pretraining_morphologizer_oscar/requirements.txt

@@ -1,4 +1,5 @@
 spacy
 datasets
 spacy-transformers
-matplotlib
+matplotlib
+spacy>=3.5.2,<4.0.0

benchmarks/span-labeling-datasets/README.md

@@ -1,6 +1,6 @@
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS START (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS START (do not remove) -->
 
-# 🪐 spaCy Project: Span labeling datasets
+# 🪐 Weasel Project: Span labeling datasets
 
 This project compiles various NER and more general spancat datasets 
 and their converters into the [spaCy format](https://spacy.io/api/data-formats). 
@@ -12,12 +12,12 @@ or to potentially pre-train them for your application.
 
 The [`project.yml`](project.yml) defines the data assets required by the
 project, as well as the available commands and workflows. For details, see the
-[spaCy projects documentation](https://spacy.io/usage/projects).
+[Weasel documentation](https://github.com/explosion/weasel).
 
 ### ⏯ Commands
 
 The following commands are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run).
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run).
 Commands are only re-run if their inputs have changed.
 
 | Command | Description |
@@ -47,7 +47,7 @@ Commands are only re-run if their inputs have changed.
 ### ⏭ Workflows
 
 The following workflows are defined by the project. They
-can be executed using [`spacy project run [name]`](https://spacy.io/api/cli#project-run)
+can be executed using [`weasel run [name]`](https://github.com/explosion/weasel/tree/main/docs/cli.md#rocket-run)
 and will run the specified commands in order. Commands are only re-run if their
 inputs have changed.
 
@@ -63,7 +63,7 @@ inputs have changed.
 ### 🗂 Assets
 
 The following assets are defined by the project. They can
-be fetched by running [`spacy project assets`](https://spacy.io/api/cli#project-assets)
+be fetched by running [`weasel assets`](https://github.com/explosion/weasel/tree/main/docs/cli.md#open_file_folder-assets)
 in the project directory.
 
 | File | Source | Description |
@@ -78,4 +78,4 @@ in the project directory.
 | `assets/restaurant-train_raw.iob` | URL | Training data from the MIT Restaurants Review dataset |
 | `assets/restaurant-test_raw.iob` | URL | Test data from the MIT Restaurants Review dataset |
 
-<!-- SPACY PROJECT: AUTO-GENERATED DOCS END (do not remove) -->
+<!-- WEASEL: AUTO-GENERATED DOCS END (do not remove) -->

benchmarks/span-labeling-datasets/project.yml

@@ -5,8 +5,6 @@ description: |
   You can use this to try out experiment with `ner` and `spancat`
   or to potentially pre-train them for your application.
 
-spacy_version: ">=3.2.5,<4.0.0"
-
 vars:
   spans_key: "sc"
   gpu_id: 0

benchmarks/span-labeling-datasets/requirements.txt

@@ -1,4 +1,4 @@
-spacy
+spacy>=3.2.5,<4.0.0
 typer
 wasabi
 pandas