Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

The changelog for SDK version 0.x.x can be found here.

Changes are grouped as follows

Added for new features.
Changed for changes in existing functionality.
Deprecated for soon-to-be removed features.
Removed for now removed features.
Fixed for any bug fixes.
Security in case of vulnerabilities.

[0.6.7] - 2024-11-11

Added

Added outsidePoints to experimental evaluate.

Fixed

ISO DayOfWeek was fixed from 0-6 to 1-7.

[0.6.6] - 2024-09-30

Fixed

Bug where DataFrame did not allow nan values.

[0.6.5] - 2024-09-17

Fixed

Bug where ExperimentalClient would not except new API methods.

[0.6.4] - 2024-09-16

Added

Added group parameter in experimental client.
Added first and last as possible time aggregations.

Fixed

No longer allows Inf+/- values in DataFrame. (Server never allowed it).

[0.6.3] - 2024-03-12

Fixed

Fixed json decoding bug in in Pydantic where special characters where not serialized correctly. More specifically two byte characters would be read as 1 byte, resulting in incorrect content length.

[0.6.2] - 2024-03-12

Fixed

Fixed json decoding bug in JSONRPC client where execution would crash on non 200-range response.

[0.6.1] - 2024-03-04

Added

Experimental folder with experimental features. Experimental features might be added to stable or removed.

[0.6.0] - 2024-02-27

Changed

Bumping pydantic version from 1.10 to 2.6.0.
Removed specific versioning of other dependencies.

Security

Python 3.7 reached upstream end-of-life on June 27th, 2023, and no longer receives security or bug fixes. Removing Python 3.7 from build order.

Removed

typing_extensions support is removed, due to Python 3.7 no longer being supported.

[0.5.0] - 2023-10-10

Added

New Evaluate endpoint. A data method for aggregating time-series data and perform evaluate formula expressions. Along with support classes for validation.

from pyclarify import ItemAggregation, Calculation

item1 = ItemAggregation(
    id="cbpmaq6rpn52969vfl00",
    aggregation="max",
    alias="i1"
)

item2 = ItemAggregation(
    id="cbpmaq6rpn52969vfl0g",
    aggregation="avg",
    alias="i2"
)

items = [
    item1, item2
]


step1 = Calculation(
    formula="i1 * i2",
    alias="c1"
)

step2 = Calculation(
    formula="gapfill(i1) / c1",
    alias="c2"
)

calculations = [step1, step2]

r = client.evaluate(
    items=items,
    calculations=calculations,
    gte="2023-10-01T00:00:00Z",
    lt="2023-10-23T00:00:00Z",
    include=["items"],
    rollup="PT10M"
)

>>> r.result.data.to_pandas()
...                                   c1        c2   i1        i2
... 2023-10-20 10:20:00+00:00  21.333333  0.281250  6.0  3.555556
... 2023-10-20 10:30:00+00:00  42.428571  0.212121  9.0  4.714286
... 2023-10-20 10:40:00+00:00  36.363636  0.220000  8.0  4.545455

Changed

API version changed from 1.1beta2 to 1.1.
Changes to internal models to comply with new models in the API.
Added origin, timeZone, and firstDayOfWeek parameters to pyclarify.Client.data_frame method, allowing higher control of rollup options.

Fixed

Typo in CONTRIBUTION.md.

[0.4.5] - 2023-08-09

Fixed

Still experienced issues. Forced SDK to use pydantic.V1.

[0.4.4] - 2023-08-09

Fixed

Fixed deprecated Pydantic dependency to the pydantic.fields.Optional resource. Changed all occurances to typing.Optional.

[0.4.3] - 2023-02-20

Added

Added possibility to directly insert pd.DataFrame, pd.Series and dictionaries into Clarify. NB! Infers timestamp column and only supports when there only exists one timestamp column.
Added possibility to directly insert dictionaries to pyclarify.client.data_frame, pyclarify.client.select_signals, and pyclarify.client.select_items.
Added default timezone for general timestamp such as datetime.today(). This also applies to timestamps without explicit timezone.

Fixed

Fixed bug where the response was not JSON encoded causing error initialization to fail. Added more tests to check for such issues.
Fixed bug where Filter did not allow dictionary without comparison as an input argument for the filter.
Fixed included list containing multiple instances of same object.

[0.4.2] - 2022-12-16

Fixed

Integration parameter in SignalSelectView is now optional, as it would break on some occations.
More descriptive warning message when using None or [None] in query.Filters.

[0.4.1] - 2022-10-11

Added

All select queries (client.select_items, client.select_signals) now supports a None limit to do an exhaustive query for all resources.
Sanity checks for initializing pyclarify.Client with more descriptive errors.

[0.4.0] - 2022-07-12

Changing to JSON:API format!

Added

fields folder containing all fields used internally.
views folder containing all models for communicating with the API.
jsonrpc folder containing all network functionality for the ClarifyClient.
pyclarify.query.filter.DataFilter for filtering on DataFrames.
pyclarify.client.Client.data_frame() for selecting DataFrames.

Changed

pyclarify.client.ClarifyClient renamed to pyclarify.client.Client
Moved ResourceQuery and DataQuery models to pyclarify.query.query.
Moved Comparison and Operators to pyclarify.fields.query.
Moved DataFrame and all sub methods to pyclarify.views.dataframe.

merge, to_pandas and from_pandas methods are now class methods on the pyclarify.views.DataFrame class.

from pyclarify import DataFrame

series = {"signal_1" : [1, 2]}
times = ["2021-11-01T21:50:06Z",  "2021-11-02T21:50:06Z"]
df = DataFrame(series=series, times=times)

panda_df = df.to_pandas()

new_df = DataFrame.from_pandas(panda_df)

merged = DataFrame.merge([df, new_df])

pyclarify.client.Client.select_items() now responds with JSON:API format, and does not retrieve data frames.

client.select_items(
  filter = query.Filter(fields={"name": query.NotEqual(value="Air Temperature")}),
  skip = 0,
  limit = 10,
  sort = ["-id", "name"],
  total=True
)

pyclarify.client.Client.select_signals() replaced pyclarify.client.ClarifyClient.select_signals_filter().

pyclarify.client.Client.select_signals() now responds with JSON:API format.

  client.select_signals(
    filter = Filter(fields={"name": filter.NotEqual(value="Air Temperature")}),
    limit = 10,
    skip = 0,
    sort = ["-id"],
    total= True,
    include = ["item"]
  )

GetToken method renamed to Authenticator.
pyclarify.jsonrpc.pagination.ItemIterator renamed to SelectIterator and now paginates select_signals, select_items and data_frame methods.
Fix bug where timestamps was not timezone aware.
Fix bug where pagination was not applied correctly.

Removed

pyclarify.client.APIClient
pyclarify.client.Client.get_token()
pyclarify.client.Client.select_items_metadata()
pyclarify.client.Client.select_items_data()
pyclarify.client.Client.select_signals_filter()

[0.3.5] - 2022-05-13

Fixed

Adding insert method to pyclarify.client.ClarifyClient

[0.3.4] - 2022-04-27

Added

pyclarify.client.ClarifyClient.select_items() using query.Filter model.
pyclarify.client.ClarifyClient.select_signals_filter() using query.Filter model. NB! Will be renamed pyclarify.client.ClarifyClient.select_signals() in the future and replace current select_signals() method.
Deprication warning module in pyclarify.__utils__.warnings

Changed

Replaced custom time parse methods with pydantic.datetime_parse methods.
ContentHash is constrained as plain string and not SHA1.

Deprecated

pyclarify.client.ClarifyClient.select_items_metadata()
pyclarify.client.ClarifyClient.select_items_data()
pyclarify.client.ClarifyClient.select_signals()
pyclarify.client.APIClient

[0.3.3] - 2022-04-26

Changed

Renamed file convert.py to time.py.
Refactored pagination.GetDates and changed name to pagination.TimeIterator.
Refactored pagination.GetItems and changed name to pagination.ItemIterator.
Minor changes to names in time.py to be more precise.
Refactored @iterator wrapper to use said iterators.
pyclarify.client.make_request() now uses iterator and is only method for sending requests.
Extended models.response.Response to handle add operation.
Refactored return on all methods in client.ClarifyClient and client.APIClient.

Removed

pyclarify.__utils__.convert.str_to_datetime()
pyclarify.client.pretty_response()
pyclarify.client.iterate_bool()
pyclarify.client.send_simple()
pyclarify.client.send_iter()

Added

RFC3339 to time delta function in time.py.
__add__() functionality to SelectItemsResponse model and GenericResponse model.

Filter model to create filters and combining them. Filter is based on MongoDB filters and works as described in the docs.

Usage:

from pyclarify import filter

f1 = filter.Filter(fields={"name": filter.NotEqual(value="Lufttemperatur")})
f2 = filter.Filter(fields={"labels.unit-type": filter.NotIn(value=["Flåte", "Merde 5"])})

f1.to_query()
>>> {'name': {'$ne': 'Lufttemperatur'}}

f3 = f1 & f2
f3.to_query()
>>> {
>>>     '$and': [
>>>         {'name': {'$ne': 'Lufttemperatur'}},
>>>         {'labels.unit-type': {'$nin': ['Flåte', 'Merde 5']}}
>>>     ]
>>>}

Complete list of operators:

Equal
NotEqual
Regex
In
NotIn
LessThan
GreaterThan
GreaterThanOrEqual

Exception class for FilterError and TypeError both located in __utils__.exceptions.

Fixed

Validator on models.data.DataFrame now converts numpy.nan to native python none .
annotations field on models.data.SignalInfo is now optional.

[0.3.2] - 2022-04-01

Fixed

Hotfix bug in version header.

[0.3.1] - 2022-04-01

Fixed

Update versioning of API to 1.1beta1 (All prior versions of SDK will not work due API version 1.1 introducing non backwards compatible changes).

[0.3.0] - 2022-02-04

Added

Iterators for sending multiple JSONRPC requests, constrained by API limits.
pyclarify.client.ClarifyClient containing all methods supported by APIClient, but written in a pythonic manner.
pyclarify.data.DataFrame now has to_pandas() and from_pandas() methods.
pyclarify.data.Item class supporting visible attribute.

Fix

Docstrings on several methods in pyclarify.client.py.

Changed

pyclarify.models.requests.PublishSignalsParams changed type attribute from SignalInfo to Item.

[0.2.2] - 2021-11-23

Fixed

Fix import dependency for python version 3.7.

[0.2.1] - 2021-11-23

Added

Copyright
pyclarify.models.response.Response encapsulating all response types.

[0.2.0] - 2021-11-22

Added

Added methods to APIClient for the Admin API.
Restructured the Pydantic models into Request and Response types.