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Title: Create Chinese language localization of Yellowbrick documentation.
Body: New repository is here: https://github.com/DistrictDataLabs/yellowbrick-docs-zh
Docs can be found at: http://www.scikit-yb.org/zh/latest/
@Juan0001 you've been added to the above repository and should have write access to it. | 1medium |
Title: Add support for a create_many_and_return method
Body: https://www.prisma.io/docs/orm/reference/prisma-client-reference#createmanyandreturn | 1medium |
Title: AttributeError: _hf_hook caused by delattr in hooks.remove_hook_from_module()
Body: ### System Info
```Shell
- `Accelerate` version: 1.4.0.dev0
- Platform: Linux-6.2.0-39-generic-x86_64-with-glibc2.39
- `accelerate` bash location: /workspaces/.venv_py311/bin/accelerate
- Python version: 3.11.11
- Numpy version:... | 1medium |
Title: [BUG] Ignoring nested schema examples
Body: ### Checklist
- [x] I checked the [FAQ section](https://schemathesis.readthedocs.io/en/stable/faq.html#frequently-asked-questions) of the documentation
- [x] I looked for similar issues in the [issue tracker](https://github.com/schemathesis/schemathesis/issues)
- ... | 1medium |
Title: Feature request: Check for AVX instruction set during install
Body: As of late last year TensorFlow requires the CPU to support the AVX instruction set. This is therefore required by the Precise wake word engine.
Currently there are no checks or warnings when installing Mycroft to indicate that this will be ... | 1medium |
Title: Support creating assigned variable name based on another variable like `${${var}} = Keyword`
Body: Apparently, it is not possible do return values into nested variables in RF, for cases like:
```
${x${y}} = Keyword
${x}[a] = Keyword
```
These can be quite handy aswell while using FOR loops, to ... | 1medium |
Title: Builtin types should be mapped to the builtins module
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Currently if a field name shadows a builtin type, e.g. `bool` then pyright will report unbound variables and potentially miss type err... | 1medium |
Title: Optimize performance of GroupBy.nunique
Body: <!--
Thank you for your contribution!
Please review https://github.com/mars-project/mars/blob/master/CONTRIBUTING.rst before opening an issue.
-->
Now we implements GroupBy.nunique using GroupBy.transform, some optimizations could be applied to reduce interme... | 1medium |
Title: 'nan' output for CoherenceModel when calculating 'c_v'
Body: #### Problem description
I'm using LDA Multicore from gensim 3.8.3. I'm training on my train corpus and I'm able to evaluate the train corpus using the CoherenceModel within Gensim, to calculate the 'c_v' value. However, when I'm trying to calculate... | 1medium |
Title: Provide a pytest plugin
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Currently, testing applications that use Prisma Client Python requires a fair bit of manual setup and non-obvious code paths, we can make this easier by providing a... | 1medium |
Title: Update documentation dependencies
Body: Review the changes upgrading our documentation dependencies have on our built documentation. If approved, update deps in `requirements.txt` and `docs/requirements.txt` as follows:
```
## Documentation (uncomment to build documentation)
Sphinx>=1.7.4
sphinx-rtd-theme>... | 1medium |
Title: test_keep_alive_client_timeout failure
Body: While packaging sanic for the gentoo overlay guru I got this test failure:
```
=================================== FAILURES ===================================
________________________ test_keep_alive_client_timeout ________________________
@pytest.mark.sk... | 1medium |
Title: Execution fails if standard streams are not available
Body: My Python programs rely on the robot framework, and when I package and run them using a wrapper like pyinstaller, an error is reported here if the packaging parameter console is set to False
robot\running\outputcapture.py 47L
` def _release_and... | 1medium |
Title: Add support for removing a registered Client
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
While it is not standard practice to create multiple Prisma Client's in production code, it could be very useful to be able to "unregister" a C... | 1medium |
Title: Some Doc2Vec vectors remain untrained, with either giant #s of docvecs or small contrived corpuses
Body: Investigating the user report at <https://groups.google.com/d/msg/gensim/XbH5Sr6RBcI/w5-AIwpSAwAJ>, I ran with a (much-smaller) version of the synthetic-corpus there, & reproduced similarly inexplicable resul... | 1medium |
Title: Add backend for xarray
Body: <!--
Thank you for your contribution!
Please review https://github.com/mars-project/mars/blob/master/CONTRIBUTING.rst before opening an issue.
-->
**Is your feature request related to a problem? Please describe.**
We can implement a xarray backend in Mars, refer to https:/... | 1medium |
Title: Extend ColorMap with target type detection and color resolution
Body: **Describe the solution you'd like**
The [`yellowbrick.style.colors.ColorMap`](https://github.com/DistrictDataLabs/yellowbrick/blob/develop/yellowbrick/style/colors.py#L124) object is one of the most underutilized objects in our code base a... | 1medium |
Title: Support dynamic connection string arguments
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Prisma supports configuration through the datasource url, e.g.
```prisma
datasource db {
provider = "sqlite"
url = "file:dev.db?c... | 1medium |
Title: Make list of languages in Libdoc's default language selection dynamic
Body: Libdoc got localization support in RF 7.2 (#3676) and it's possible to specify the default language from the command line. The list of available languages to be selected is currently hard-coded and missed languages what were added late i... | 1medium |
Title: Make Neuraxle compatible with Yellowbrick
Body: **Describe the solution you'd like**
It would be cool to create a NeuraxleWrapper that would wrap any Neuraxle step or pipeline, just like how Neuraxle adapts scikit-learn steps into its core using [SKLearnWrapper](https://github.com/Neuraxio/Neuraxle/blob/1425d58... | 1medium |
Title: Add tests for all supported database providers
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
We currently do not run integration tests on all of the database providers we support as Prisma tests them themselves, however we should stil... | 1medium |
Title: Support disabling HTTP connection pooling
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Some frameworks (e.g. Flask Async) are incompatible with global asynchronous HTTP connection pooling as they spawn workers in separate threads wit... | 1medium |
Title: [BUG] Custom Auth caching ignores scopes
Body: **Checklist**
- [x] I checked the [FAQ section](https://schemathesis.readthedocs.io/en/stable/faq.html#frequently-asked-questions) of the documentation
- [x] I looked for similar issues in the [issue tracker](https://github.com/schemathesis/schemathesis/issues)
... | 1medium |
Title: Mark private modules and functions as private
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Currently we do not have a strict public API contract i.e. the public modules, classes and functions we provide are not treated any differentl... | 1medium |
Title: Improve error message formatting
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
We currently do not do any formatting for error tracebacks, formatting them nicely would increase readability and developer experience.
## Suggested sol... | 1medium |
Title: CI Tests fail due to NLTK download first byte timeout
Body: **NLTK Downloader**
Here is a sample of an NLTK download in progress:
> [nltk_data] | Downloading package twitter_samples to
[nltk_data] | C:\Users\appveyor\AppData\Roaming\nltk_data...
[nltk_data] | Unzipping corpora\twitter_samp... | 1medium |
Title: Add comparison tables against other ORMs
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
When evaluating what ORM to use for your project it is not clear what tradeoffs / advantages you would get from choosing Prisma over another ORM. W... | 1medium |
Title: More concise reports on network & config errors
Body: If there are e.g. connection errors, then the report is quite meh:
```
==================================== ERRORS ====================================
_______________________________ GET /api/failure _______________________________
requests.exceptions.... | 1medium |
Title: Add log messages to result model that is build during execution and available to listeners
Body: In the new ListenerV3, it would be nice if result.messages were already populated in end_test and end_keyword.
Currently, the messages have to be collected using log_message to be used in end_test and end_keyword.
... | 1medium |
Title: [INF] Support Pyspark but not require it?
Body: I'm trying to catch up on the `pyspark` conversation. But I was wondering if we were supporting `pyspark`, but not requiring it @ericmjl , @zjpoh ?
I updated my local `pyjanitor` and had to download `pyspark` as the requirements changed, and it was about `215MB`... | 1medium |
Title: Implements `cluster.AffinityPropagation` algorithm
Body: <!--
Thank you for your contribution!
Please review https://github.com/mars-project/mars/blob/master/CONTRIBUTING.rst before opening an issue.
-->
**Is your feature request related to a problem? Please describe.**
`cluster.AffinityPropagation` c... | 1medium |
Title: Resolve relative paths from the schema location
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Currently, relative paths for partial type generators are resolved based on the current working directory, this can make it annoying as the ... | 1medium |
Title: Storing different documents in weaviate does not work because the index_name is not inferred from the BaseDoc subclass' name
Body: Storing two different types of documents in weaviate does not work.
I dont understand the API design here, is this intentional?
for example, lets assume I want to do a multilingu... | 1medium |
Title: Enable auto-styling checks in Azure pipeline
Body: I've replaced the single quotes by double quotes. It seems the auto styling does not run over the scripts so I missed it.
_Originally posted by @mphirke in https://github.com/ericmjl/pyjanitor/pull/714_
Looks like we need to double-check that `black` forma... | 1medium |
Title: Chunks of `df.groupby().apply(func)` can be auto merged if the func is actually an aggregation func
Body: <!--
Thank you for your contribution!
Please review https://github.com/mars-project/mars/blob/master/CONTRIBUTING.rst before opening an issue.
-->
Chunks of `df.groupby().apply(func)` can be auto mer... | 1medium |
Title: HTTP Client next steps
Body: I'm happy to see that #66 got merged! Great work @RobertCraigie
A couple of thoughts I was having from that PR:
- The HTTP client implementations could be private so that if in the future you migrate to Rust bindings or make other changes, they are not breaking changes.
- If ... | 1medium |
Title: Test minimum dependency versions
Body: Currently we only test our dependencies on their latest versions, we should also run tests on the minimum version to ensure our metadata is up to date. | 1medium |
Title: Variables containing mutable values are resolved incorrectly in some cases
Body: I met a weird problem.
robot file `cases.robot` like this
```
*** Settings ***
Test Setup set os ip
Library Collections
*** Variables ***
&{linux_host1} mid=12345
&{linux_host2} mid=67890
@{list... | 1medium |
Title: Add alpha support for other scatter visualizers
Body: **Describe the solution you'd like**
In follow up to @peterespinosa's [recent PR](https://github.com/DistrictDataLabs/yellowbrick/pull/554), we should add an `alpha` (translucency) param to the scatter visualizers that don't currently have one.
**Is your ... | 1medium |
Title: Radviz colors - Support Colormap and colors arguments
Body: Currently Radviz does not support adding a custom color palette.
Here's the segment of code to change / improve :
https://github.com/DistrictDataLabs/yellowbrick/blob/c5b2346c03ba5b8aaadf6a4037b1939e9f3063a2/yellowbrick/features/radviz.py#L176-L183 | 1medium |
Title: Initial GraalPython support
Body: GraalPython from https://github.com/oracle/graalpython seems to work well enough so that official support for RobotFramework would be useful.
GraalPython allows for better testing of JVM based APIs, given that GraalPython itself runs on JVM and supports inheriting from Java cla... | 1medium |
Title: Use `assing`, not `variable`, with FOR and TRY/EXCEPT model objects when referring to assigned variables
Body: # FOR
After tokenising the assigned variable is of type `VARIABLE` with FOR loops but shall be `ASSIGN`:
Example:
```robot
FOR ${i} IN RANGE 10 # ${i} is: token.type == "VARIABLE"... | 1medium |
Title: Provide a TypedDict for every model
Body: ### Discussed in https://github.com/RobertCraigie/prisma-client-py/discussions/838
<div type='discussions-op-text'>
<sup>Originally posted by **NixBiks** November 20, 2023</sup>
Does there exist a generated `TypedDict` which represents a table as they look in the ... | 1medium |
Title: JointPlotVisualizer produces different visualizations depending on how the figure and axes objects are defined
Body: **Describe the bug**
JointPlotVisualizer produces different visualizations depending on how the figure and axes objects are defined.
If the figure and axes are defined in the following manne... | 1medium |
Title: [BUG] Filtering failed when scaler is pd.Timestamp
Body: <!--
Thank you for your contribution!
Please review https://github.com/mars-project/mars/blob/master/CONTRIBUTING.rst before opening an issue.
-->
**Describe the bug**
Filtering failed when scaler is pd.Timestamp.
**To Reproduce**
To help u... | 1medium |
Title: Add support for lazy connections
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Currently, defining multiple event handlers using a framework that doesn't support a callback like `on_startup()` is annoying as you have to check if the c... | 1medium |
Title: Improving Quick Start Documentation
Body: **Quick Start Documentation**
In the walk through part of the documentation, correlation between actual temperature and feels like temperature were analysed. The author mentioned that it was intuitive to prioritize the feature 'feels like' over 'temp'. But for the reade... | 1medium |
Title: Provide helper methods for usage with third party frameworks
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Currently if someone wants to use Prisma Python with a framework like FastAPI for example they have to write this boilerplate:
... | 1medium |
Title: Sana Controlnet Support
Body: **Is your feature request related to a problem? Please describe.**
The first controlnet for Sana has appeared, so the feature is to add the sana controlnet to the diffusers pipeline https://github.com/NVlabs/Sana/blob/main/asset/docs/sana_controlnet.md
**Describe the solution you'd... | 1medium |
Title: [FEATURE] Corpus for input values
Body: ### Is your feature request related to a problem? Please describe
Sometimes the user wants to test a large set of specific values to ensure corner cases are always covered.
### Describe the solution you'd like
A way to load such a corpus conveniently. The corpus f... | 1medium |
Title: Add legend option to PCA visualizer
Body: The ``PCADecomposition`` allows us to set the color of the different entries. It would be cool to add a legend to describe the coloring.
### Proposal/Issue
The ``DataVisualizer`` class supports creating legends, but it requires that ``y`` is passed into ``.fit``. ... | 1medium |
Title: Extend partial model creation to support renaming fields
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Currently if you want to have a separation of concerns between your database and your application layer then you need to manually d... | 1medium |
Title: Move binaries outside of `/tmp` by default
Body: ## Problem
Currently, the downloaded binaries are placed in /tmp/ on Linux. However, /tmp/ directory is cleared on boot everytime.
## Suggested solution
Placing the binaries in /var/tmp/ on Linux. See [Temporary folder](https://en.wikipedia.org/wiki/Tempo... | 1medium |
Title: Keep "lifecycle log" in models
Body: ## Why
When Gensim users report issues with models, we have trouble deciding what they actually did, what version they used, etc. They're often confused themselves.
This leads to protracted communication => increased support effort => slower issue resolution and more an... | 1medium |
Title: Add official support for the windows platform
Body: ## Context
I haven't tested windows support in a while but apart from some internal changes required to make tests pass, the biggest blocker is https://github.com/prisma/prisma/issues/10270, however we can fix this ourselves.
| 1medium |
Title: Improving generalization of LoRA with wise-ft
Body: ### Feature request
Include the [wise-ft](https://arxiv.org/abs/2109.01903) method in `LoraModel` models.
### Motivation
Wise-ft interpolates between the weights $W_{base}$ of a base model and the weights $W_{ft}$ of a finetuned model using the following for... | 1medium |
Title: pyjanitor version of .assign() or mutate()
Body: Currently there are a few different pyjanitor functions to deal with adding/modifying columns.
- add_column() allows you to add a column, but doesn't accept lambda functions like join_apply()
- transform_column() allows you to transform an existing column, but... | 1medium |
Title: Add library, resource file and variable file import related methods to listener version 3
Body: Listener version 3 was initially implemented in RF 3.0 (#1208). It didn't have `start/end_keyword` methods nor methods related to library, resource file and variable file imports because implementing them would have b... | 1medium |
Title: os_is_like in deb_setup.sh fails when multiple likes are specified
Body: In dev_setup.sh we use the [os_is_like](https://github.com/MycroftAI/mycroft-core/blob/dev/dev_setup.sh#L262) function to check the ID_LIKE field in `/etc/os-release`
The function currently only handle single entries like
`ID_LIKE=deb... | 1medium |
Title: [Feature request] Please add from_single_file support in SanaTransformer2DModel to support first Sana Apache licensed model
Body: **Is your feature request related to a problem? Please describe.**
We all know Sana model is very good but unfortunately the LICENSE is restrictive.
Recently a Sana finetuned model is... | 1medium |
Title: gensim.similarities.Similarity merges results from shards incorrectly (LSI model)
Body: If "num_best" is used, `gensim.similarities.Similarity` runs the query against each of the shards (MatrixSimilarity objects) and then merges the results.
MatrixSimilarity uses `matutils.full2sparse_clipped()` to pick "num_... | 1medium |
Title: Consistent enum formatting in 3.11+
Body: <!--
Thanks for helping us improve Prisma Client Python! π Please follow the sections in the template and provide as much information as possible about your problem, e.g. by enabling additional logging output.
See https://prisma-client-py.readthedocs.io/en/stable/re... | 1medium |
Title: Enhance PCA Decomposition
Body: We should enhance the `PCADecomposition` visualizer to provide many of the features the `Manifold` visualizer provides, including things like:
- [ ] Color points by class with a legend (See #458)
- [ ] Color points by heatmap for continuous y and add a colorbar
- [ ] Add alp... | 1medium |
Title: [ENH] Include a featurization function for protein sequences
Body: # Brief Description
I would like to propose a function that featurizes protein sequences according to the following baseline featurizations:
- MW
- pKa
- T-features
- One-hot encoding
This proposed function would accept a column of st... | 1medium |
Title: Make quick methods primetime
Body: After the visualizer audit we believe that the quick methods are ready to be made prime time.
Quick methods must:
1. Have a function signature identical to the Visualizer constructor with additional data for fit/score
2. Call `finalize()` and not `poof()`/`show()`
3. R... | 1medium |
Title: Add "natural" sorting to pyjanitor
Body: # Brief Description
I would like to propose adding natural sorting to pyjanitor, as implemented in [natsort](https://github.com/SethMMorton/natsort).
To be clear, this would not be a reimplementation, but rather a wrapping of the functions available there.
# Exam... | 1medium |
Title: Support argument conversion with `Should Be Equal`
Body: to compare bytes returned from keyword it is necessary to create variable using Convert To Bytes and then compare using `Should be equal`
```robot
*** Keywords ***
Keyword returning bytes
${return} = Convert To Bytes \x1\x2
[Return] $... | 1medium |
Title: Add Q-Q plot to the yellowbrick.regressor.residuals class
Body: You already have a histogram feature for the `ResidulaPlot` method.
It will be immensely helpful to add a standard normality check method to the parent `yellowbrick.regressor.residuals` class like Q-Q plot.
Your functional interface is gearing u... | 1medium |
Title: [BUG] Coalesce returns a Series, instead of a dataframe
Body: # Brief Description
the [coalesce](https://pyjanitor.readthedocs.io/reference/janitor.functions/janitor.coalesce.html) function returns a Series, instead of a dataframe. Also, it may be more performant to use `bfill`, `ffill`, compared to the combi... | 1medium |
Title: Implement catchable WebsocketClosed
Body: See #2220
In v21.9, a new `WebsocketClosed` exception was added.
While you can to do the following:
```python
@app.websocker("/")
async def handler(request, ws):
try:
...
except asyncio.CancelledError:
print("connection closed")
``... | 1medium |
Title: Visualizer for Missing Values Patterns
Body: It would be great to visualize missing data in a meaningful format that is easy to understand the patterns around it.
### Proposal/Issue
A basic implementation of the visualizer would include on the x axis, the labels / features and the y access would include a ... | 1medium |
Title: Provide a FastAPI admin panel
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Frameworks like Django provide an admin panel that users can customise to suit their needs and to easily add database records. This is a highly desirable feat... | 1medium |
Title: Enhance reporting errors and warnings in parsing model tokens
Body: The parsing model supports setting errors for individual tokens, but there are two problems with the current approach:
1. Errors (typically syntax errors) aren't separated from warnings (typically deprecations). This caused a problem when dep... | 1medium |
Title: [ENH] Method for adding functionality to GroupBy
Body: It would be nice to be able to add functionality to the Pandas `GroupBy` objects: `GroupBy`, `DataFrameGroupBy`, `SeriesGroupBy`. There's no convenient accessor interface to do this, but maybe there's a way to reliably monkeypatch them. This would allow us t... | 1medium |
Title: Support `merge_small_files` for `md.read_parquet` etc
Body: <!--
Thank you for your contribution!
Please review https://github.com/mars-project/mars/blob/master/CONTRIBUTING.rst before opening an issue.
-->
**Is your feature request related to a problem? Please describe.**
For reading data op like `m... | 1medium |
Title: [ENH] Speed up pyjanitor operations with swifter integration?
Body: Found this interesting package: https://github.com/jmcarpenter2/swifter.
In the name of squeezing out a bit more speed when pyjanitor uses `apply()`-oriented operations, maybe this could be a way to implement this under-the-hood.
| 1medium |
Title: Add tests for examples
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
As of the time of writing, the FastAPI example will raise warnings as FastAPI internally recreates model types, this would be annoying for users to disable.
## Su... | 1medium |
Title: Add support for CockroachDB
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
We already have pretty good support for CockroachDB but there is one blind spot, the `push` operation for arrays is not supported.
## Suggested solution
<... | 1medium |
Title: Refine handling and display of the `X-Schemathesis-TestCaseId` header
Body: The `X-Schemathesis-TestCaseId` header is currently displayed as part of the reproduction command. This inclusion is misleading because the ID in the generated command was not actually sent during testing. As a result, it can't be used f... | 1medium |
Title: Gatherplot Feature Visualizer
Body: Gatherplots could be a useful feature analysis tool for Yellowbrick, as they enable users to more easily visualize patterns in large datasets by stacking overlapping points.
### Proposal
It would be interesting to implement a `GatherPlot` visualizer in the Yellowbrick AP... | 1medium |
Title: [BUG] Optimization of filter-setitem failed
Body: <!--
Thank you for your contribution!
Please review https://github.com/mars-project/mars/blob/master/CONTRIBUTING.rst before opening an issue.
-->
**Describe the bug**
Optimization of filter-setitem failed.
**To Reproduce**
To help us reproducing t... | 1medium |
Title: Newlines should not be scaped when using setting usetex=True
Body: The documentation mentions this behavior, but only as a passing note in the middle of the tutorial.
https://github.com/matplotlib/matplotlib/blob/f94fce68abe66f29e3045d0d4f20ccd0effa6767/galleries/users_explain/text/usetex.py#L87-L94
When passi... | 1medium |
Title: Could not connect to the Query Engine due to OSError [Errno 99]
Body: <!--
Thanks for helping us improve Prisma Client Python! π Please follow the sections in the template and provide as much information as possible about your problem, e.g. by enabling additional logging output.
See https://prisma-client-py... | 1medium |
Title: Let query engine determine free port
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
There is a race condition between when we choose a port to run the query engine on & another process using that port while the query engine is starting... | 1medium |
Title: MostInformativeFeatures visualizer
Body: **Is your feature request related to a problem? Please describe.**
This feature is motivated by the discussion in #510. The problem is how to visualize feature importance for multiple classes and/or instances. This requires solving two problems: 1. selecting the "most in... | 1medium |
Title: Scalar relational fields are not included in `create_many` input
Body: <!--
Thanks for helping us improve Prisma Client Python! π Please follow the sections in the template and provide as much information as possible about your problem, e.g. by enabling additional logging output.
See https://prisma-client-p... | 1medium |
Title: Validation Curve
Body: Create validation curves to finish implementing the two types of validation curves in scikit-learn.
### Proposal/Issue
Scikit-learn provides two methods for diagnosing a model's sensitivity to bias vs variance as [validation curves](http://scikit-learn.org/stable/modules/learning_cu... | 1medium |
Title: Investigate Bolt to speed up Gensim and save memory
Body: I found https://github.com/dblalock/bolt: "*Bolt is an algorithm for compressing vectors of real-valued data and running mathematical operations directly on the compressed representations.*"
My understanding is that this saves a tremendous (10-200x) am... | 1medium |
Title: Add type information to `TestSuite` structure
Body: The `TestSuite` structure would benefit from more type hints that would allow IDEs to provide better completion support. That would help with writing code using the visitor API and listener API v3, especially if #4569 and #4568 are implemented.
For most part... | 1medium |
Title: Publish cleanup script as a separate package to help resolve mismatched rendered files
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Sometimes (especially when upgrading) a user's installation can become corrupted somehow, it is diffi... | 1medium |
Title: Introduce type annotations
Body: Following @mpenkov's effort for smart_open in https://github.com/RaRe-Technologies/smart_open/pull/545, we could also introduce type annotations into Gensim.
The benefits are mild (nothing much gained), so this would be mostly for the documentation and CI.
Ticket only relev... | 1medium |
Title: Implements `{DataFrame,Series}.{combine,combine_first}`
Body: Mars lacks pandas API `combine` and `combine_first` to combine two source frames / series into one single result. | 1medium |
Title: Adapt to deprecation of `Int64Index` in pandas 1.4
Body: In pandas 1.4, `Index` is to replace `Int64Index`, `UInt64Index` and `FloatIndex`. The latter will be dropped in pandas 2.0. It is needed for Mars to adapt to this API change. | 1medium |
Title: `Json` fields cannot be used with type safe raw queries
Body: <!--
Thanks for helping us improve Prisma Client Python! π Please follow the sections in the template and provide as much information as possible about your problem, e.g. by enabling additional logging output.
See https://prisma-client-py.readthe... | 1medium |
Title: Create with required relation is incorrectly typed
Body: <!--
Thanks for helping us improve Prisma Client Python! π Please follow the sections in the template and provide as much information as possible about your problem, e.g. by enabling additional logging output.
See https://prisma-client-py.readthedocs.... | 1medium |
Title: Export the config used to generate the client
Body: ## Problem
<!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] -->
Due to how our data structures will change significantly given different config options, e.g. `recursive_type_depth = -1`. Anyone writing a li... | 1medium |
Title: Process: Test and keyword timeouts do not work when running processes on Windows
Body: I've noticed in scenarios where the [test case timeout](https://robotframework.org/robotframework/latest/RobotFrameworkUserGuide.html#timeouts) is employed that Windows hosts are not able to continue past the Process related k... | 1medium |
Title: Finish up CVScores visualizer
Body: CVScores is a new visualizer under yellowbrick/model_selection. Here are a couple things left to do and small enhancements:
- [x] Add documentation ([done](http://www.scikit-yb.org/en/develop/api/model_selection/cv.html))
- [x] Add test cases
- [x] Add a legend that la... | 1medium |
Title: [DOC] Add info: how to sync forks
Body: # Brief Description of Fix
Currently, the docs do not provide instructions on how to sync up pyjanitor forks. This should be added as it is difficult for newcomers to know how to keep things updated.
# Relevant Context
- [This page should be edited](https://pyjan... | 1medium |
Title: Headers from Exceptions
Body: ### Is there an existing issue for this?
- [X] I have searched the existing issues
### Describe the bug
Headers set on Exception objects not carried through on all renderers
### Code snippet
```py
raise Unauthorized(
"Auth required.",
headers={"foo": "bar"},
)
```
... | 1medium |
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