Cord Python API Client

Last update: Nov 25, 2022

Overview

Cord Python API Client

The data programming platform for AI

💻 Features

Minimal low-level Python client that allows you to interact with Cord's API
Supports Python: 3.6, 3.7, and 3.8

✨ Relevant Links

💡 Getting Started

For full documentation, visit Cord Python API Client.

First, install Cord Python API Client using the pip package manager:

pip install cord-client-python

Then, create an API key for authentication via the Cord web app. Pass the project ID and API key as environment variables or pass them explicitly when you initialise the CordClient object.

export CORD_PROJECT_ID="<project_id>"
export CORD_API_KEY="<project_api_key>"

Passing the project ID and API key as environment variables, you can initialise the Cord client directly.

from cord.client import CordClient

client = CordClient.initialise()

If you want to avoid setting environment variables, you can initialise the Cord client by passing the project ID and API key as strings.

from cord.client import CordClient

client = CordClient.initialise("<project_id>", "<project_api_key>")

If you wish to instantiate several client objects and avoid passing parameters each time, you can instantiate a CordConfig object, pass the project ID and API key as strings, and initialise the client with the config object.

from cord.client import CordClient
from cord.client import CordConfig

config = CordConfig("<project_id>", "<project_api_key>")
client = CordClient.initialise_with_config(config)

Once you have instantiated a Cord client, it is easy to fetch information associated with the given project ID.

from cord.client import CordClient

client = CordClient.initialise()
project = client.get_project()

🐛 Troubleshooting

Please report bugs to GitHub Issues. Just make sure you read the Cord documentation and search for related issues first.

Comments

DEV-1181 - DEV-1188 -Allow users to interacts with projects and datasets without API keys
Introduction and Explanation

Essentially I have added another SshConfig which will allows the new DatasetManager and ProjectManager to use the reference of the UserConfig for SSH authentication.

Notes:

The new classes are called DatasetManager and ProjectManager. Calling them Dataset would lead to name clashes with the ORM class (also leading to potential backwards compatibility concerns) and would also be a bit of a confusing name if you think about operations like Dataset.get_dataset(). DatasetManager makes this more clear.

We now have the functionally equivalent EncordClientDataset and DatasetManager. We just have an alias and use one class in conjunction with the API keys and one with just getting the DatasetManager directly from the EncordUserClient. I personally find this a little bit confusing and would not mind keeping one EncordClientDataset around, but seems like @rad-cord and @justin-cord prefer the rename so please let confirm this change in this PR.

I have updated the docs - please check them out to see if it is as expected. I have left the docs for API keys but have made it very obvious that we encourage using the new DatasetManager and user_client.get_dataset_manager() etc.

You can now include the DatasetManager, ProjectManager, and EncordUserClient directly from the encord package.

JIRA

DEV-1181

Documentation

I need to update the SDK documentation.

Tests

I will update the SDK integration tests.

Known issues

Backwards compatibility constraints
opened by denis-cord 8
DEV-1311 - Add the list_models and get_training_metadata functions

Introduction and Explanation

Allow users to query all the models that are available for a project. Additionally allow users to get more information about the training instances.

JIRA

DEV-1311

opened by denis-cord 7
DEV-2045 - Add object and classification hash filtering into SDK

~~TODO: docstrings and documentation.~~

Also possibly expose the review type argument as well with the help of @rizwancordtech to choose naming and documentation. EDIT: will defer this to another time/PR.

opened by denis-cord 4
DEV-1622 - Add polylines to the COCO exporter

Introduction and Explanation

With a little trick, this adds support for exporting polylines in COCO. Polylines will essentially be represented as polygons without any area.

Tests

Some unit tests added.

opened by denis-cord 4
GitHub action - do all unit and integration tests on multiple supported Python versions
Now on merge all the unit and integration tests will be run for stages 3.7-3.10.

Due to some missing support from dependencies for the deprecated 3.6 version, we cannot run tests there.

this is an example of a job that runs with the latest configurations. It shows catches the errors that slipped through well.

Annoying it also reports some noise because if the tests fail, we cannot run the last step of the action which is this:

- name: Checkout current repo for post cleanup uses: actions/[email protected]

and therefore the "Post Run" GitHub job doesn't work. If @rizwancordtech has some ideas here that would be great, otherwise this is good to merge from my side.
opened by denis-cord 4
Add black checks to PR github actions

This PR also does all the necessary formatting.

I have chosen against a run command and instead used an example from the black docs. If we wanted a run command we would need to do the poetry install including dev dependencies.

opened by denis-cord 4
Add to_dict() in LabelRowMetadata class

Introduction and Explanation

LabelRowMetadata class was missing to_dict() equivalent as in OntologyStructure. This method will come handy when saving Encord Active cache.

opened by eloy-encord 3
Benchmark QA support in the SDK

Introduction and Explanation

Introducing support for 'shadow data' in the SDK.

JIRA

https://cord-team.atlassian.net/browse/DEV-2055

Documentation

Not quite.

Tests

SDK tests to follow

Known issues

I'm not entirely sure about the 'ProjectWorkflowType' thing.

opened by alexey-cord-tech 3
Deprecate Python 3.6

I’m proposing to deprecate Python 3.6. Official support has been dropped by the Python maintainers and some tools are stopping to work for Python 3.6 After talking to Ulrik it seems like we don’t have clients who are using Python 3.6 with our SDK.

opened by denis-cord 3

AttributeError: module 'concurrent' has no attribute 'futures'

Getting this traceback after I upgraded:

  File "push_to_cord.py", line 15, in upload_image_group
    res = cord_dataset.create_image_group(image_paths)
  File "/home/louislva/.local/lib/python3.8/site-packages/cord/client.py", line 232, in create_image_group
    upload_to_signed_url_list(file_paths, signed_urls, self._querier, Image, max_workers)
  File "/home/louislva/.local/lib/python3.8/site-packages/cord/http/utils.py", line 58, in upload_to_signed_url_list
    with concurrent.futures.ThreadPoolExecutor(max_workers=max_workers) as executor:
AttributeError: module 'concurrent' has no attribute 'futures'

It seems like you just need to change the way you import concurrent (see this thread)

My colleague Esben has also made a PR to address it: #70

opened by louislva 3

fix(image): uses correct property name
Introduction and Explanation

Some introductory context and overview

JIRA

Link ticket(s)

Documentation

There should be enough internal documentation for a product owner to write customer-facing documentation or a separate PR linked if writing the customer documentation directly. Link all that are relevant below.

Internal: notion link

Customer docs PR: link

OpenAPI/SDK

Generated docs: link to example if possible

Command to generate: here

Tests

Make a quick statement and post any relevant links of CI / test results. If the testing infrastructure isn’t yet in-place, note that instead.

What are the critical unit tests?

Explain the Integration Tests such that it’s clear Correctness is satisfied. Link to test results if possible.

Known issues

If there are any known issues with the solution, make a statement about what they are and why they are Ok to leave unsolved for now. Make tickets for the known issues linked to the original ticket linked above
opened by Encord-davids 2
Frame numbers for urls of video data

Hello,

I would like to download specific frames of video data associated with an annotation. However, I've found that (1) a frame URL corresponding to an annotation is not embedded in the annotation object and (2) URLs for all frames are grouped together in the data_unit and not in an order corresponding to the frame ordering.

Is there some way to determine to which frame each URL corresponds? Any help would be appreciated.

opened by csheaff 4
Support 'export_history' on label rows

Introduction and Explanation

f"{title}" ;)

This should only land after the corresponding BE change (https://github.com/encord-team/cord-backend/pull/1025)

JIRA

DEV-250

Documentation

The basic info should be in there.

Tests

There are integration tests (in the other repo, as usual).

Known issues

We need better process for developing this.

opened by alexey-cord-tech 2
Remove the `cord` package

This is required by https://github.com/encord-team/cord-backend/pull/955

This can be technically kept in a stable branch, but we might as well do it for clients as it is a very non-invasive change to change cord to encord.

This does not remove the CordUserClient to be least annoying to clients.

opened by denis-cord 1

Releases(0.1.60)

0.1.60(Jan 9, 2023)
What's Changed

Docs dicom deidentification example by @adam-encord in https://github.com/encord-team/encord-client-python/pull/236

Add the include_reviews flag. by @denis-cord in https://github.com/encord-team/encord-client-python/pull/237 We have recently removed the reviews field from the label row as default. This is because many teams saw that it could significantly bloat the response size, while in many cases not being needed by the team. We now added the include_reviews flag for the project.get_label_row() and project.get_label_rows() functions to add the reviews field back in, if needed.

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.59...0.1.60
Source code(tar.gz)
Source code(zip)
0.1.59(Jan 7, 2023)
What's Changed

Dicom deidentify function by @adam-encord in https://github.com/encord-team/encord-client-python/pull/231 Added deidentify_dicom_files function which takes links to dicom files pointing to AWS, GCP, AZURE or OTC and Encord platform private bucket integration as input and performs dicom files deidentification on them, writing deidentified files to buckets as new files.

Version bump to 0.1.59 by @adam-encord in https://github.com/encord-team/encord-client-python/pull/235

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.58...0.1.59
Source code(tar.gz)
Source code(zip)
0.1.58(Jan 4, 2023)
What's Changed

DEV-2242 - Allow adding users to datasets by @denis-cord in https://github.com/encord-team/encord-client-python/pull/227 Check the add_users docs for more info.

Support video_image_groups in SDK by @adam-encord in https://github.com/encord-team/encord-client-python/pull/222 Check the create_image_group docs with the create_video flag. Read more about the impact of the create_video flag here.

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.57...0.1.58
Source code(tar.gz)
Source code(zip)
0.1.57v2(Jan 3, 2023)
What's Changed

Set up FAQ page in documentation @rad-cord in https://github.com/encord-team/encord-client-python/pull/228

Enable Accept-Encoding gzip header by @rad-cord in https://github.com/encord-team/encord-client-python/pull/229

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.56...0.1.57v2
Source code(tar.gz)
Source code(zip)
0.1.56(Dec 14, 2022)
What's Changed

Rely on urllib3 retry logic. Create a connection for every request by @rad-cord in https://github.com/encord-team/encord-client-python/pull/226

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.55...0.1.56
Source code(tar.gz)
Source code(zip)
0.1.55(Dec 12, 2022)
What's Changed

Benchmark QA support in the SDK by @alexey-cord-tech in https://github.com/encord-team/encord-client-python/pull/216

Add dynamic attributes to ontology by @denis-cord in https://github.com/encord-team/encord-client-python/pull/218

DEV-1843 - Optionally get client metadata via a data_row by @denis-cord in https://github.com/encord-team/encord-client-python/pull/205

Fix ubuntu + python version for the GH pipeline by @adam-encord in https://github.com/encord-team/encord-client-python/pull/225

Add to_dict() in LabelRowMetadata class by @eloy-encord in https://github.com/encord-team/encord-client-python/pull/224

New Contributors

@eloy-encord made their first contribution in https://github.com/encord-team/encord-client-python/pull/224

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.54...0.1.55
Source code(tar.gz)
Source code(zip)
0.1.54(Nov 15, 2022)
What's Changed

DEV-2045 - Add object and classification hash filtering into SDK by @denis-cord in https://github.com/encord-team/encord-client-python/pull/213

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.53...0.1.54
Source code(tar.gz)
Source code(zip)
0.1.53(Oct 26, 2022)
What's Changed

Add transform_bounding_boxes_to_polygons option to CVAT importer by @denis-cord in https://github.com/encord-team/encord-client-python/pull/209

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.52...0.1.53
Source code(tar.gz)
Source code(zip)
0.1.52(Oct 22, 2022)
What's Changed

Update CVAT docs around requests timeouts by @denis-cord in https://github.com/encord-team/encord-client-python/pull/208

Allow CVAT uploads with deep file paths. by @denis-cord in https://github.com/encord-team/encord-client-python/pull/207

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.51...0.1.52
Source code(tar.gz)
Source code(zip)
0.1.51(Oct 18, 2022)
What's Changed

Add the rotatable bounding box to ObjectShape enum by @rad-cord in https://github.com/encord-team/encord-client-python/pull/203

[Docs] Expanding main menu with section titles. by @frederik-encord in https://github.com/encord-team/encord-client-python/pull/201

Fix docs for get_label_rows by @denis-cord in https://github.com/encord-team/encord-client-python/pull/204

Reset default max_retries to 0 by @denis-cord in https://github.com/encord-team/encord-client-python/pull/206

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.50...0.1.51
Source code(tar.gz)
Source code(zip)
0.1.50(Oct 4, 2022)
New Features

You can now use a bulk get_label_rows for faster label row retrieval.

project = client_instance.get_project(<project_hash>) created_label_uids_list = [] for label_row in project.label_rows: if label_row is not None: # None values will fail the operation created_label_uids_list.append(label_row["label_hash"]) label_rows = project.get_label_rows(created_label_uids_list, get_signed_url=False)

What's Changed

Add Ontology top level object to docs by @denis-cord in https://github.com/encord-team/encord-client-python/pull/202

Allow requesting multiple label rows. by @denis-cord in https://github.com/encord-team/encord-client-python/pull/197

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.49.1...0.1.50
Source code(tar.gz)
Source code(zip)
0.1.49.1(Sep 27, 2022)
Bug Fix

The encord.utilities.label_utilities.construct_answer_dictionaries now works well with labels with the DICOM format. The YOLTv4 model was removed from the encord.constants.model.AutomationModels as it is not supported by Encord anymore.

What's Changed

Remove YOLTv4 by @adam-encord in https://github.com/encord-team/encord-client-python/pull/191

Fixes to e2e docs by @denis-cord in https://github.com/encord-team/encord-client-python/pull/194

Update SSH key link by @justin-cord in https://github.com/encord-team/encord-client-python/pull/195

Datatype dicom was missing in construct_answer_dictionaries() by @andreashenc in https://github.com/encord-team/encord-client-python/pull/193

Increase timeouts by @radovanCord in https://github.com/encord-team/encord-client-python/pull/198

Add link to main encord docs and a small fix by @denis-cord in https://github.com/encord-team/encord-client-python/pull/200

Revert "Increase timeouts (#198) by @radovanCord in https://github.com/encord-team/encord-client-python/pull/199

New Contributors

@adam-encord made their first contribution in https://github.com/encord-team/encord-client-python/pull/191

@justin-cord made their first contribution in https://github.com/encord-team/encord-client-python/pull/195

@andreashenc made their first contribution in https://github.com/encord-team/encord-client-python/pull/193

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.48...0.1.49
Source code(tar.gz)
Source code(zip)
0.1.48(Sep 6, 2022)
What's Changed

Fhv/e2e authenticate instructions by @frederik-encord in https://github.com/encord-team/encord-client-python/pull/186

add new actions to docs by @radovanCord in https://github.com/encord-team/encord-client-python/pull/190

DEV-1649 - Add user_email to LabelLog type by @radovanCord in https://github.com/encord-team/encord-client-python/pull/188

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.47...0.1.48
Source code(tar.gz)
Source code(zip)
0.1.47(Sep 1, 2022)
What's Changed

Cycle available colours by @javi-encord in https://github.com/encord-team/encord-client-python/pull/182

Fix a code example; Add a configurations page by @denis-cord in https://github.com/encord-team/encord-client-python/pull/179

Add ability to upload DICOM series to Encord storage by @rad-cord in https://github.com/encord-team/encord-client-python/pull/187

New Contributors

@javi-encord made their first contribution in https://github.com/encord-team/encord-client-python/pull/182

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.46.1...0.1.47
Source code(tar.gz)
Source code(zip)
0.1.46.1(Aug 23, 2022)
New Features

You are now able to set the video, image group, and image title at the time you are uploading the data. Please check the doc strings of these functions for explanations around the interface.v

What's Changed

Add yoltv4 model to AutomationModels enum by @denis-cord in https://github.com/encord-team/encord-client-python/pull/177

Add custom title option for image groups and video upload at upload time. by @denis-cord in https://github.com/encord-team/encord-client-python/pull/176

Update answer dictinary construction for single images. by @frederik-encord in https://github.com/encord-team/encord-client-python/pull/178

Version bump 0.1.46 by @denis-cord in https://github.com/encord-team/encord-client-python/pull/181

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.45...0.1.46.1
Source code(tar.gz)
Source code(zip)
0.1.45(Aug 17, 2022)
New functions

Conveniently inspect your models and training iterations:

from encord import EncordUserClient from encord.utilities.project_utilities import get_all_model_iteration_uids user_client = EncordUserClient.create_with_ssh_private_key(<your_ssh_key>) project = user_client.get_project(<project_id>) model_configurations = project.list_models() all_model_iteration_uids = get_all_model_iteration_uids(model_configurations) training_metadata = project.get_training_metadata( all_model_iteration_uids, get_model_training_labels=True, )

Upload single images instead of image groups with:

from encord import EncordUserClient user_client = EncordUserClient.create_with_ssh_private_key(<your_ssh_key>) dataset = user_client.get_dataset(<dataset_id>) dataset.upload_image(<image_path>, title="custom_title.jpg")

Read more about images and image groups here and here.

What's Changed

Add changelog link by @denis-cord in https://github.com/encord-team/encord-client-python/pull/174

DEV-1311 - Add the list_models and get_training_metadata functions by @denis-cord in https://github.com/encord-team/encord-client-python/pull/138

Allow file upload of native single images by @denis-cord in https://github.com/encord-team/encord-client-python/pull/172

Version bump 0.1.45 by @denis-cord in https://github.com/encord-team/encord-client-python/pull/175

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.44...0.1.45
Source code(tar.gz)
Source code(zip)
0.1.44(Aug 15, 2022)
What's Changed

Remove print statements by @denis-cord in https://github.com/encord-team/encord-client-python/pull/166

Remove unnecessary uuid dependency by @denis-cord in https://github.com/encord-team/encord-client-python/pull/167

Allow native images as a data type by @denis-cord in https://github.com/encord-team/encord-client-python/pull/170

Fix the construct_answer_dictionaries function by @denis-cord in https://github.com/encord-team/encord-client-python/pull/171

Version bump 0.1.44 by @denis-cord in https://github.com/encord-team/encord-client-python/pull/173

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.43...0.1.44
Source code(tar.gz)
Source code(zip)
0.1.43(Aug 4, 2022)
Backwards compatibility warning

If you have been using the Ontology object from encord.objects.ontology then you will need to do the following: Replace lines such as:

from encord.objects.ontology import Ontology

with this:

from encord.objects.ontology_structure import OntologyStructure

The functionality of the new encord.objects.ontology_structure.OntologyStructure object is the same as the previous encord.objects.ontology.Ontology object.

What's Changed

Add additional link about private key gen by @denis-cord in https://github.com/encord-team/encord-client-python/pull/151

Ontology entity handling and structure editing by @alexey-cord-tech in https://github.com/encord-team/encord-client-python/pull/149

Docs update and version bump by @denis-cord in https://github.com/encord-team/encord-client-python/pull/156

Uploading images to our platform by @denis-cord in https://github.com/encord-team/encord-client-python/pull/157

Add the OTC integration parameter to StorageLocation by @rad-cord in https://github.com/encord-team/encord-client-python/pull/153

Fix issue with expiring signed URLs on upload of many images (#159) by @denis-cord in https://github.com/encord-team/encord-client-python/pull/160

Add DICOM to DataType enum by @rad-cord in https://github.com/encord-team/encord-client-python/pull/158

Retry all network requests by @denis-cord in https://github.com/encord-team/encord-client-python/pull/161

Pin TLS certificate. Point default endpoint to api.encord.com by @rad-cord in https://github.com/encord-team/encord-client-python/pull/162

Improve some tests for safety by @denis-cord in https://github.com/encord-team/encord-client-python/pull/164

Reuse the existing HTTPS session to avoid expensive TCP and TLS hands… by @rad-cord in https://github.com/encord-team/encord-client-python/pull/163

Version bump 0.1.43 by @denis-cord in https://github.com/encord-team/encord-client-python/pull/165

Read more about our new RequestsSettings object for automatic HTTP request retries here.

If you want to overwrite the default values you can do so when instantiating the EncordUserClient

encord_user_client = EncordUserClient.create_with_ssh_private_key( os.environ.get("SSH_KEY"), requests_settings=RequestsSettings(max_retries=5, backoff_factor=0.1), )

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.40.1...0.1.43
Source code(tar.gz)
Source code(zip)
0.1.42(Jul 28, 2022)
What's Changed

Fix issue with expiring signed URLs on upload of many images by @denis-cord in https://github.com/encord-team/encord-client-python/pull/159

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.41...0.1.42
Source code(tar.gz)
Source code(zip)
0.1.41(Jul 26, 2022)
Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.40.1...0.1.41

Add retry logic for image and video uploads (https://github.com/encord-team/encord-client-python/pull/154)

Add CloudUploadSettings to CVAT import (https://github.com/encord-team/encord-client-python/pull/155)

Source code(tar.gz)
Source code(zip)
0.1.40.1(Jul 15, 2022)
What's Changed

Fhv/e2e docs by @frederik-encord in https://github.com/encord-team/encord-client-python/pull/132

Add the end to end docs to index by @denis-cord in https://github.com/encord-team/encord-client-python/pull/147

update data items method added by @radovanCord in https://github.com/encord-team/encord-client-python/pull/148

Version bump 0.1.40 by @denis-cord in https://github.com/encord-team/encord-client-python/pull/150

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.39...0.1.40.1
Source code(tar.gz)
Source code(zip)
0.1.39(Jul 6, 2022)
What's Changed

Complete the fix for DEV-1326 #140 by @denis-cord in https://github.com/encord-team/encord-client-python/pull/146

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.38.1...0.1.39
Source code(tar.gz)
Source code(zip)
0.1.38.1(Jul 6, 2022)
What's Changed

DEV-1326 - Adapt the type of the re-encode poll by @denis-cord in https://github.com/encord-team/encord-client-python/pull/140

Add small SDK docs fix by @denis-cord in https://github.com/encord-team/encord-client-python/pull/143

Remove 'Denis' comment from client facing docs by @denis-cord in https://github.com/encord-team/encord-client-python/pull/144

Bump version to 0.1.38 by @denis-cord in https://github.com/encord-team/encord-client-python/pull/145

NOTE: the extra minor-minor version in the tag is just there to keep the release tag consistent with the pypi version.

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.37...0.1.38.1
Source code(tar.gz)
Source code(zip)
0.1.37(Jun 21, 2022)
What's Changed

Automation models as an enum. by @frederik-encord in https://github.com/encord-team/encord-client-python/pull/122

Fix black dependency issues for pre-commit hook by @denis-cord in https://github.com/encord-team/encord-client-python/pull/125

Fhv/private key as env variable by @frederik-encord in https://github.com/encord-team/encord-client-python/pull/124

Fhv/sdk docs by @frederik-encord in https://github.com/encord-team/encord-client-python/pull/121

[Docs] Added missing new line to make code-block work. by @frederik-encord in https://github.com/encord-team/encord-client-python/pull/127

Imporve docs build instructions by @denis-cord in https://github.com/encord-team/encord-client-python/pull/128

Add the SshConfig for the EncordClient by @denis-cord in https://github.com/encord-team/encord-client-python/pull/129

Create the new Project and Dataset objects by @denis-cord in https://github.com/encord-team/encord-client-python/pull/130

Add a more complete ontology object by @denis-cord in https://github.com/encord-team/encord-client-python/pull/131

Updated docs link by @rizwancordtech in https://github.com/encord-team/encord-client-python/pull/134

Cast the AutomationModels backwards compatible definition to a string. by @denis-cord in https://github.com/encord-team/encord-client-python/pull/135

Add two new error classes that may come from the api server. by @denis-cord in https://github.com/encord-team/encord-client-python/pull/133

Add the GenericServerError for forwards compatibility. by @denis-cord in https://github.com/encord-team/encord-client-python/pull/137

DEV-1317 - Fix issues around handling storage location by @denis-cord in https://github.com/encord-team/encord-client-python/pull/139

DEV-1329 - Expose the dataset_hash for consistency with project class. by @denis-cord in https://github.com/encord-team/encord-client-python/pull/141

DEV-1331 - Add InvalidArgumentError; Improve GenericError by @denis-cord in https://github.com/encord-team/encord-client-python/pull/142

DEV-1188 - Add new project and dataset to SDK docs by @denis-cord in https://github.com/encord-team/encord-client-python/pull/136

New Contributors

@frederik-encord made their first contribution in https://github.com/encord-team/encord-client-python/pull/122

Full Changelog: https://github.com/encord-team/encord-client-python/compare/0.1.36...0.1.37
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0.1.34(Mar 17, 2022)

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0.1.32(Mar 2, 2022)

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0.1.31(Mar 1, 2022)

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0.1.29(Feb 24, 2022)

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0.1.23(Jan 10, 2022)

Added back init files. Bumped version.
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0.1.6(Jul 15, 2021)

Added model training capabilities.
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Cord

Create and manage training data with data programming

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0.1.60(Jan 9, 2023)

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0.1.54(Nov 15, 2022)

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0.1.49.1(Sep 27, 2022)

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0.1.48(Sep 6, 2022)

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0.1.46.1(Aug 23, 2022)

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0.1.45(Aug 17, 2022)

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0.1.44(Aug 15, 2022)

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0.1.43(Aug 4, 2022)

Backwards compatibility warning

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0.1.42(Jul 28, 2022)