Seer SDK Guide

Installation

The package can be installed and imported using the official SeerSDK package on pip. This can be installed using:

$ pip install seer-pas-sdk

Usage

This page gives an overview of the SDK’s feature. Complete documentation for each class / method can be found here.

Configuration

PAS has a simple authorization system that just involves your username and password fields like on the web app. You can define your username and password for your own ready reference and convenience as follows:

USERNAME = "gnu403"
PASSWORD = "Test!234567"

You may also choose to pass in an instance param in the SDK object to instantiate the PAS SDK to the EU or US instance.:

INSTANCE = "US"

By default, if you don’t specify an instance, the PAS SDK will be instantiated with the US instance.

Instantiation

After importing the SeerSDK module, you can instantiate an object in the following way:

from seer_pas_sdk import SeerSDK

# Instantiate an SDK object with your credentials:
sdk = SeerSDK(USERNAME, PASSWORD)

# You could alternatively pass your credentials and/or the instance directly into the instantiated object.
sdk = SeerSDK(USERNAME, PASSWORD, INSTANCE)

User 'gnu403' logged in.

`PlateMap` Object

The PAS Python SDK would allow users to make plate maps file from within the SDK using the PlateMap object located in the objects module. This module is imported by default within the SDK. The interface of the plate map file contains the following parameters, all of which need to be passed in as lists:

MS file name as ms_file_name
Sample name as sample_name
Sample ID as sample_id
Well location as well_location
Nanoparticle as nanoparticle
Nanoparticle ID as nanoparticle_id
Control as control
Control ID as control_id
Instrument name as instrument_name
Date sample preparation as date_sample_preparation
Sample volume as sample_volume
Peptide concentration as peptide_concentration
Peptide mass sample as peptide_mass_sample
Dilution factor as dilution_factor
Kit ID as kit_id
Plate ID as plate_id
Plate Name as plate_name

Based on the length of the ms_file_name list passed, if the number of parameters passed in for the rest of the fields are less than the length of the ms_file_name list, then the rest of the fields are defaulted to None. If more number of fields are passed, then the class would throw a ValueError

This is how a plate map file could be made:

from seer_pas_sdk import PlateMap

sample_plate_map_file = PlateMap(
    ms_file_name =["AgamSDKTest1.raw", "AgamSDKTest2.raw"],
    sample_name = ["A111", "A112"], 
    sample_id = ["A111", "A112"], 
    well_location = ["C11", "D11"], 
    nanoparticle = ["NONE"], 
    nanoparticle_id = ["NONE"], 
    control = ["MPE Control"], 
    control_id = ["MPE Control"], 
    instrument_name = [], 
    date_sample_preparation = [], 
    sample_volume = [20], 
    peptide_concentration = [59.514], 
    peptide_mass_sample = [8.57], 
    dilution_factor = [1], 
    kit_id = [], 
    plate_id = ["A11", "A11"], 
    plate_name = ["A11", "A11"] 
)

# Or alternatively, this would be the same as the following (we've left some fields empty which would default them to `None`):
another_plate_map_file = PlateMap(
    ms_file_name =["AgamSDKTest1.raw", "AgamSDKTest2.raw"],
    sample_name = ["A111", "A112"], 
    sample_id = ["A111", "A112"], 
    well_location = ["C11", "D11"], 
    nanoparticle = ["NONE"], 
    nanoparticle_id = ["NONE"], 
    control = ["MPE Control"], 
    control_id = ["MPE Control"], 
    sample_volume = [20], 
    peptide_concentration = [59.514], 
    peptide_mass_sample = [8.57], 
    dilution_factor = [1], 
    plate_id = ["A11", "A11"], 
    plate_name = ["A11", "A11"] 
)

import pickle
print(pickle.dumps(another_plate_map_file) == pickle.dumps(sample_plate_map_file)) # checks for equality
print(sample_plate_map_file)

True
{'MS file name': {0: 'AgamSDKTest1.raw', 1: 'AgamSDKTest2.raw'}, 'Sample name': {0: 'A111', 1: 'A112'}, 'Sample ID': {0: 'A111', 1: 'A112'}, 'Well location': {0: 'C11', 1: 'D11'}, 'Nanoparticle': {0: 'NONE', 1: None}, 'Nanoparticle ID': {0: 'NONE', 1: None}, 'Control': {0: 'MPE Control', 1: None}, 'Control ID': {0: 'MPE Control', 1: None}, 'Instrument name': {0: None, 1: None}, 'Date sample preparation': {0: None, 1: None}, 'Sample volume': {0: 20, 1: None}, 'Peptide concentration': {0: 59.514, 1: None}, 'Peptide mass sample': {0: 8.57, 1: None}, 'Dilution factor': {0: 1, 1: None}, 'Kit ID': {0: None, 1: None}, 'Plate ID': {0: 'A11', 1: 'A11'}, 'Plate Name': {0: 'A11', 1: 'A11'}}

You could also convert the PlateMap object into a DataFrame using the to_df function implemented within the class. Example:

pm_file_df = sample_plate_map_file.to_df()
print(pm_file_df)

       MS file name Sample name Sample ID Well location Nanoparticle   
0  AgamSDKTest1.raw        A111      A111           C11         NONE  \
1  AgamSDKTest2.raw        A112      A112           D11         None   

  Nanoparticle ID      Control   Control ID Instrument name   
0            NONE  MPE Control  MPE Control            None  \
1            None         None         None            None   

  Date sample preparation  Sample volume  Peptide concentration   
0                    None           20.0                 59.514  \
1                    None            NaN                    NaN   

   Peptide mass sample  Dilution factor Kit ID Plate ID Plate Name  
0                 8.57              1.0   None      A11        A11  
1                  NaN              NaN   None      A11        A11

You could also convert it to a CSV file (which can also be exported) using the to_csv function implemented within the class:

pm_file_csv = sample_plate_map_file.to_csv()
print(pm_file_csv)

MS file name,Sample name,Sample ID,Well location,Nanoparticle,Nanoparticle ID,Control,Control ID,Instrument name,Date sample preparation,Sample volume,Peptide concentration,Peptide mass sample,Dilution factor,Kit ID,Plate ID,Plate Name
AgamSDKTest1.raw,A111,A111,C11,NONE,NONE,MPE Control,MPE Control,,,20.0,59.514,8.57,1.0,,A11,A11
AgamSDKTest2.raw,A112,A112,D11,,,,,,,,,,,,A11,A11

[Optional] Logging

For your own convenience, you can define a log function that allows you to print data from the SDK in a much better and readable manner.

import pandas as pd

pd.set_option('display.max_rows', None)
pd.set_option('display.max_columns', None)
pd.set_option('display.width', 1000)
pd.set_option('display.colheader_justify', 'center')
pd.set_option('display.precision', 3)

def log(fn):
    if isinstance(fn, pd.DataFrame):
            print(fn.head()) # shorten the output
    else:
        print(fn)

def log_df(fn):
    for entry in fn:
        fn[entry] = fn[entry].head()
    print(fn)

Examples

Get Spaces

Fetches a list of spaces for the authenticated user.

Params

None.

Returns

spaces: (list) List of space objects for the authenticated user.

Example

spaces = sdk.get_spaces()
log(spaces)

[{'id': None, 'usergroup_name': 'General', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-09-13T21:59:33.569Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-09-13T21:59:33.569Z', 'userIds': None}, {'id': '150b3460-a7d2-11ed-9de7-d59d51e545d5', 'usergroup_name': 'My Space', 'description': 'My Space', 'notes': 'My Space', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-02-08T17:00:25.657Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-02-09T01:33:14.397Z', 'userIds': 'ad92b15e-79fe-444d-ac9b-15ef1d15e148,31c1af05-a1c0-4d1b-8073-08fa4bb4207a,e7f7026c-a23b-4732-bf34-8511f5ff83c9,69b7d189-fcc1-4cc8-ae6c-f4fa49012ea0,c972c073-20e4-40ce-825b-d5adb718e419,d4004b39-aeb5-4284-9117-0ca747abe7a6,906b2967-e4c1-4e66-a546-c3412da8a6e6,3d219df6-255f-4aad-af53-408cb24ccab6,1db51bfb-2df1-42c2-baee-693794a5ae66'}, {'id': '058fcdc0-f025-11ed-84d1-3153117a3a08', 'usergroup_name': 'NewSpaceTest', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-11T17:55:31.715Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-11T17:55:31.715Z', 'userIds': 'bc369cc4-6943-40f7-b33b-5ee176e56427'}, {'id': '5bc40470-f031-11ed-a47a-bd61f778db67', 'usergroup_name': '3372TEST', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-11T19:23:50.232Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-11T19:23:50.232Z', 'userIds': None}, {'id': '121c9d60-f328-11ed-b140-0d623146d77f', 'usergroup_name': 'JustAdded', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-15T13:54:54.691Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-15T13:54:54.691Z', 'userIds': None}, {'id': '224cade0-f32a-11ed-b140-0d623146d77f', 'usergroup_name': 'JustAdded2', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-15T14:09:40.849Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-15T14:09:40.849Z', 'userIds': None}, {'id': '256ec690-f4b8-11ed-8126-3ffa838b69f8', 'usergroup_name': 'empty', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-17T13:38:45.801Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-17T13:38:45.801Z', 'userIds': None}, {'id': '76d40a70-d322-11ed-96e1-b54986bea5b9', 'usergroup_name': 'aaaaa', 'description': 'Long Spacee', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-04-04T19:54:09.476Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-07-07T14:30:21.363Z', 'userIds': '1a2cb565-023f-4c37-afe4-7127cec87de5'}, {'id': '04913450-1cd9-11ee-9bab-8f06100940d3', 'usergroup_name': 'TestCreateDate', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-07-07T15:14:50.611Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-07-07T15:14:50.611Z', 'userIds': None}, {'id': '12237a60-1cd9-11ee-9bab-8f06100940d3', 'usergroup_name': '123Test', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-07-07T15:15:13.381Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-07-07T15:15:13.381Z', 'userIds': None}, {'id': '6e826eb0-a6fa-11ed-b7d7-0798487c4d3c', 'usergroup_name': 'Research-R-Us', 'description': 'DLS0002', 'notes': 'Kike primary, Breanne assist.', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-02-07T15:16:44.492Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-02-13T23:02:35.955Z', 'userIds': 'ac7a8c72-10bf-45ff-8736-867a6f411821,c1a9e5ae-fba3-4d1a-8763-1100f587a8fa,35877aba-7dea-4367-ba6d-5b5b9c80a642,1db51bfb-2df1-42c2-baee-693794a5ae66'}, {'id': '26c0e200-1cd9-11ee-9bab-8f06100940d3', 'usergroup_name': 'anotherone', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-07-07T15:15:47.968Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-07-07T15:15:47.968Z', 'userIds': None}, {'id': 'b38e1f50-1cdd-11ee-89f3-b72ab5d386a9', 'usergroup_name': 'createdToday', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-07-07T15:48:22.198Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-07-07T15:48:22.198Z', 'userIds': None}, {'id': 'c68c7cf0-1cdd-11ee-89f3-b72ab5d386a9', 'usergroup_name': '1Test', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-07-07T15:48:54.064Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-07-07T15:48:54.064Z', 'userIds': None}, {'id': '05f53030-abd2-11ed-bb7d-23133cc928d9', 'usergroup_name': 'Edwin ABCD', 'description': 'Edwin ABCD', 'notes': 'Edwin ABCD', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-02-13T19:10:05.053Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-02-28T22:30:39.611Z', 'userIds': 'd4004b39-aeb5-4284-9117-0ca747abe7a6'}, {'id': '1d0c1900-d242-11ed-9e60-cb00a419fa53', 'usergroup_name': 'RS3240_Test', 'description': 'RS3240_Test', 'notes': 'RS3240_Test', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-04-03T17:08:11.585Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-04-03T17:08:11.585Z', 'userIds': '906b2967-e4c1-4e66-a546-c3412da8a6e6'}, {'id': '1d4a4910-dd3b-11ed-a57b-a5f1c3143eb4', 'usergroup_name': 'BioPharm Innovations', 'description': 'BioPharm Innovations', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-04-17T16:15:48.297Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-04-17T16:15:48.297Z', 'userIds': None}, {'id': 'dc52a2b0-a895-11ed-b065-1f928f06ab41', 'usergroup_name': 'Amazing Group', 'description': 'Amazing Group', 'notes': 'Amazing Group', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-02-09T16:21:51.950Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-04-17T19:04:50.757Z', 'userIds': 'd4004b39-aeb5-4284-9117-0ca747abe7a6'}]

Get Plate Metadata

Fetches a list of plates for the authenticated user. If no plate_id is provided, returns all plates for the authenticated user. If plate_id is provided, returns the plate with the given plate_id, provided it exists.

Same as get_plate_metadata but returns a DataFrame object instead.

Params

plate_id: (str, optional) Unique ID of the plate to be fetched, defaulted to None.
df: (bool, optional) Boolean denoting whether the user wants the response back in JSON or a DataFrame object.

Returns

plates: (list or DataFrame) list or DataFrame of plate objects for the authenticated user.

Example

plates = sdk.get_plate_metadata()
log(plates)

[{'id': '303bfc20-87d7-11ee-b03f-27a54e8c1798', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-11-20T19:01:19.249Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-20T19:01:26.881Z', 'user_group': None}, {'id': '0ddf9920-87d7-11ee-b03f-27a54e8c1798', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-11-20T19:00:21.602Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-20T19:00:27.273Z', 'user_group': None}, {'id': '56098680-87d6-11ee-b03f-27a54e8c1798', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-11-20T18:55:13.174Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-20T18:55:19.353Z', 'user_group': None}, {'id': '9be849e0-7ce9-11ee-8da8-db71557f54e4', 'plate_name': '11062023-A11', 'plate_id': '11062023-A11', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-11-06T21:15:28.037Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-06T22:52:14.958Z', 'user_group': None}, {'id': '2bbdac30-66f7-11ee-abb2-359a84c72f54', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-10-09T22:57:07.204Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-10-09T22:57:12.228Z', 'user_group': None}, {'id': '23b6c580-66f7-11ee-abb2-359a84c72f54', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-10-09T22:56:53.737Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-10-09T22:56:58.713Z', 'user_group': None}, {'id': '7851d180-66f6-11ee-abb2-359a84c72f54', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-10-09T22:52:06.186Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-10-09T22:52:11.126Z', 'user_group': None}, {'id': '6fe683b0-66f6-11ee-abb2-359a84c72f54', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-10-09T22:51:52.061Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-10-09T22:51:57.229Z', 'user_group': None}, {'id': 'f0b08420-564b-11ee-a8c3-cfaf77ca0fed', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-09-18T17:51:05.627Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-09-18T17:51:11.219Z', 'user_group': None}, {'id': 'e799b410-564b-11ee-a8c3-cfaf77ca0fed', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-09-18T17:50:50.379Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-09-18T17:50:56.279Z', 'user_group': None}, {'id': 'aab80f40-5337-11ee-a4c3-31c17a0aeebe', 'plate_name': '1L0220407', 'plate_id': '1L0220407', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-09-14T19:48:24.830Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-09-14T21:35:54.300Z', 'user_group': None}, {'id': '939f51a0-45f5-11ee-bdef-21db510350e1', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-08-28T22:52:34.126Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-08-28T22:52:39.722Z', 'user_group': None}, {'id': '893acbe0-45f5-11ee-bdef-21db510350e1', 'plate_name': 'some_plate_name', 'plate_id': 'unique223id', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-08-28T22:52:16.690Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-08-28T22:52:22.771Z', 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'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-14T21:43:05.786Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-14T21:43:08.832Z', 'user_group': None}, {'id': '99c11120-0afb-11ee-8a5e-b36d6c8ea1fa', 'plate_name': 'A111', 'plate_id': 'A111', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-14T21:37:02.834Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-14T21:37:05.658Z', 'user_group': None}, {'id': '2bb1d500-0ae4-11ee-a5fd-71b328725021', 'plate_name': 'A11', 'plate_id': 'A11rghtrthrthrth', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-14T18:49:19.708Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-14T18:49:22.617Z', 'user_group': None}, {'id': '17501b10-0a19-11ee-97ed-0dfdaaa6611e', 'plate_name': 'A11', 'plate_id': 'werwerwA11', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-13T18:35:37.716Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-13T18:35:40.407Z', 'user_group': None}, {'id': 'a58eb4f0-0a18-11ee-97ed-0dfdaaa6611e', 'plate_name': 'A11', 'plate_id': 'A11ergergert', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-13T18:32:26.865Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-13T18:32:26.865Z', 'user_group': None}, {'id': '500121f0-0971-11ee-a999-194b98824eb6', 'plate_name': 'A11', 'plate_id': 'A11qweqweqwed', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-12T22:34:37.409Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-12T22:34:42.887Z', 'user_group': None}, {'id': '91807040-062e-11ee-b284-55d86c826d59', 'plate_name': 'A11', 'plate_id': 'A11fdsgdfg', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-08T18:59:17.484Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-12T22:03:20.110Z', 'user_group': None}, {'id': '136e7660-062f-11ee-b284-55d86c826d59', 'plate_name': 'A11', 'plate_id': 'A11ergerg', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-08T19:02:55.470Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-08T19:03:00.299Z', 'user_group': None}, {'id': 'e6e41f10-060f-11ee-af8b-cf04e2f31e74', 'plate_name': 'Platefr', 'plate_id': '1LQWERTYU00085xxxx', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-08T15:19:46.321Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-08T15:19:57.355Z', 'user_group': None}, {'id': 'e66cbd90-048d-11ee-bd19-a77197cd1a6b', 'plate_name': 'Platefr', 'plate_id': '1LQWERTYU00085eqwe', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-06T17:16:39.811Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-06T17:18:08.888Z', 'user_group': None}, {'id': 'c69b40a0-048c-11ee-bd19-a77197cd1a6b', 'plate_name': 'Platefr', 'plate_id': 'test-agam-edwin', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-06T17:08:36.930Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-06T17:08:39.852Z', 'user_group': None}, {'id': '46206080-03f2-11ee-874d-a71f81082340', 'plate_name': 'Platefr', 'plate_id': '1LQWERTYU00085w4rt34t', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T22:42:38.903Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T22:42:41.627Z', 'user_group': None}, {'id': '14474c90-03f2-11ee-874d-a71f81082340', 'plate_name': 'Platefr', 'plate_id': '1LQWERTYU00085sdf', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T22:41:15.272Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T22:41:17.985Z', 'user_group': None}, {'id': 'b9668420-03ed-11ee-b3ec-cd5accc6ea85', 'plate_name': 'jhgkjhPlatefr', 'plate_id': 'kjhkjh', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T22:10:04.822Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T22:10:07.813Z', 'user_group': None}, {'id': '6f022200-03ec-11ee-b3ec-cd5accc6ea85', 'plate_name': 'agamjollyplatename', 'plate_id': 'agamjollytestfile', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T22:00:50.511Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T22:05:34.272Z', 'user_group': None}, {'id': 'b9d9f150-03eb-11ee-b3ec-cd5accc6ea85', 'plate_name': 'agamjollyplate', 'plate_id': 'agamjollyplateid', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T21:55:46.547Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T21:55:49.275Z', 'user_group': None}, {'id': '6a4a82d0-03eb-11ee-b3ec-cd5accc6ea85', 'plate_name': 'Platefr', 'plate_id': '1LQWERTYU000856', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T21:53:33.065Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T21:53:35.875Z', 'user_group': None}, {'id': '1de2cc10-03e9-11ee-b3ec-cd5accc6ea85', 'plate_name': 'Platefr', 'plate_id': '1LQWERTYU00085', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T21:37:05.890Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T21:37:08.382Z', 'user_group': None}, {'id': 'd80b88a0-03e6-11ee-b3ec-cd5accc6ea85', 'plate_name': 'A11', 'plate_id': 'A11qwe234', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T21:20:49.757Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T21:20:52.416Z', 'user_group': None}, {'id': '796222a0-03e6-11ee-b3ec-cd5accc6ea85', 'plate_name': 'A11', 'plate_id': 'agamjollytestststststststs', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T21:18:10.941Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T21:18:13.710Z', 'user_group': None}, {'id': '77131f00-03e5-11ee-b3ec-cd5accc6ea85', 'plate_name': 'A11', 'plate_id': 'agamjolly324234', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T21:10:57.569Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T21:11:00.364Z', 'user_group': None}, {'id': '21eae3a0-03e5-11ee-b3ec-cd5accc6ea85', 'plate_name': '207pm', 'plate_id': '207pm', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T21:08:34.703Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T21:08:37.487Z', 'user_group': None}, {'id': 'c553d520-03df-11ee-b3ec-cd5accc6ea85', 'plate_name': 'AgamJolly', 'plate_id': 'AgamJolly', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T20:30:11.880Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T20:30:14.741Z', 'user_group': None}, {'id': 'c0db5ea0-03da-11ee-b3ec-cd5accc6ea85', 'plate_name': 'A11', 'plate_id': 'A11qwlkednwleknr', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-05T19:54:16.861Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-05T19:54:19.725Z', 'user_group': None}, {'id': '0b31b750-0008-11ee-81e1-1379a87fe89e', 'plate_name': 'A11', 'plate_id': 'A11mnkjlkjlkj', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-31T23:08:24.291Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-31T23:08:27.196Z', 'user_group': None}, {'id': '041d1760-ff2d-11ed-a3b5-b586ef6515b4', 'plate_name': 'test5Folder2', 'plate_id': 'test5Folder2', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T21:00:32.619Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-31T15:44:21.312Z', 'user_group': None}, {'id': '9e0cdb40-ff2c-11ed-a3b5-b586ef6515b4', 'plate_name': 'test5Folder1', 'plate_id': 'test5Folder1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T20:57:41.384Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-30T20:57:45.986Z', 'user_group': None}, {'id': '6c22fb40-ff28-11ed-ac24-35c1913ead81', 'plate_name': 'testNewPlate4d888', 'plate_id': 'testNewPlate4d888', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T20:27:39.658Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-30T20:27:44.835Z', 'user_group': 'dc52a2b0-a895-11ed-b065-1f928f06ab41'}, {'id': 'a2814e60-ff16-11ed-a66e-d31222c527c5', 'plate_name': 'MoveToFolderTest9999', 'plate_id': 'MoveToFolderTest9999', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T18:20:19.934Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-30T18:20:22.565Z', 'user_group': 'dc52a2b0-a895-11ed-b065-1f928f06ab41'}, {'id': '225ce4b0-ff16-11ed-a66e-d31222c527c5', 'plate_name': 'TestMove444', 'plate_id': 'TestMove444', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T18:16:44.947Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-30T18:16:47.597Z', 'user_group': None}, {'id': 'c3452c80-ff15-11ed-a66e-d31222c527c5', 'plate_name': 'Test444', 'plate_id': 'Test444', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T18:14:05.408Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-30T18:14:08.848Z', 'user_group': None}, {'id': 'c39ebe30-ff15-11ed-a66e-d31222c527c5', 'plate_name': 'Test555', 'plate_id': 'Test555', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T18:14:05.993Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-30T18:14:08.818Z', 'user_group': None}, {'id': 'dabd20d0-ff14-11ed-a66e-d31222c527c5', 'plate_name': 'tesd1212', 'plate_id': 'test42323', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T18:07:35.285Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-30T18:07:40.470Z', 'user_group': None}, {'id': '8ea6fa90-ff14-11ed-a66e-d31222c527c5', 'plate_name': 'teesd3434', 'plate_id': 'yesr3434', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-05-30T18:05:27.631Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-05-30T18:05:30.677Z', 'user_group': None}, {'id': '29713ff0-ff14-11ed-a66e-d31222c527c5', 'plate_name': 'test88', 'plate_id': 'test88', 'description': None, 'notes': None, 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'last_modified_timestamp': '2020-07-20T07:55:35.196Z', 'user_group': None}, {'id': 'dce491d0-c20a-11ea-aa5e-f91e23dc2f1b', 'plate_name': '2020ms0207', 'plate_id': '2020ms0207', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-07-09T17:37:29.962Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-07-09T17:37:32.234Z', 'user_group': None}, {'id': 'fa39a7e0-c16d-11ea-99b9-2f9668d38f29', 'plate_name': 'testyeName', 'plate_id': '2020ms0096', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-07-08T22:54:28.219Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-07-08T22:54:28.219Z', 'user_group': None}, {'id': 'a6ad8160-c14e-11ea-99b9-2f9668d38f29', 'plate_name': 'testNameforPlate', 'plate_id': 'newSamplePlateId1212', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-07-08T19:10:13.653Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-07-08T19:10:20.164Z', 'user_group': None}, {'id': '8e115ca0-662f-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'test plate1', 'plate_id': 'TEST2DekletedUser', 'description': 'SomeOtherDesc', 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-14T20:08:22.157Z', 'last_modified_by': 'f3f8b690-11cb-460b-856a-792fa4f417e4', 'last_modified_timestamp': '2020-07-02T17:07:49.399Z', 'user_group': 'group1'}, {'id': '64a76710-662f-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'test1', 'plate_id': 'deletedUserTest', 'description': 'someDesc', 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-14T20:07:12.677Z', 'last_modified_by': 'f3f8b690-11cb-460b-856a-792fa4f417e4', 'last_modified_timestamp': '2020-07-02T17:07:00.460Z', 'user_group': 'group1'}, {'id': '2bd5fe50-b333-11ea-9314-b91e94c42317', 'plate_name': '2020ms0191', 'plate_id': '2020ms0191', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-20T20:18:14.846Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-20T20:18:16.568Z', 'user_group': None}, {'id': '1c67f360-b333-11ea-9314-b91e94c42317', 'plate_name': '2020ms0190', 'plate_id': '2020ms0190', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-20T20:17:48.960Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-20T20:17:50.634Z', 'user_group': None}, {'id': '0b051d50-b333-11ea-9314-b91e94c42317', 'plate_name': '2020ms0190B', 'plate_id': '2020ms0190B', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-20T20:17:19.800Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-20T20:17:21.606Z', 'user_group': None}, {'id': 'e086d190-b332-11ea-9314-b91e94c42317', 'plate_name': '2020ms0178', 'plate_id': '2020ms0178', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-20T20:16:08.501Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-20T20:16:10.168Z', 'user_group': None}, {'id': 'd2732680-b332-11ea-9314-b91e94c42317', 'plate_name': '2020ms0178B', 'plate_id': '2020ms0178B', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-20T20:15:44.883Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-20T20:15:46.720Z', 'user_group': None}, {'id': 'bf784b50-b332-11ea-9314-b91e94c42317', 'plate_name': '2020ms0177', 'plate_id': '2020ms0177', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-20T20:15:13.042Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-20T20:15:14.804Z', 'user_group': None}, {'id': 'a99f7d80-b332-11ea-9314-b91e94c42317', 'plate_name': '2020ms0177B', 'plate_id': '2020ms0177B', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-20T20:14:36.388Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-20T20:14:38.309Z', 'user_group': None}, {'id': '74ddc800-a68e-11ea-a334-2b78d6d91cf5', 'plate_name': 'june 64', 'plate_id': 'june 64', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-04T18:08:56.423Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-16T16:48:13.825Z', 'user_group': None}, {'id': 'c1cca700-a128-11ea-b70d-fb3df2014bbe', 'plate_name': 'Plate example', 'plate_id': 'Plate example', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-28T21:18:21.051Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-28T21:18:22.835Z', 'user_group': None}, {'id': 'e4b5a480-a126-11ea-94a0-71f5203ecae6', 'plate_name': 'tsetsamplepalte222', 'plate_id': 'tsetsamplepalte222', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-28T21:05:00.650Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-28T21:05:06.380Z', 'user_group': None}, {'id': 'dd2fca20-a125-11ea-94a0-71f5203ecae6', 'plate_name': 'tetsetpllateid', 'plate_id': 'tetsetpllateid', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-28T20:57:38.531Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-28T20:57:44.535Z', 'user_group': None}, {'id': '25a3c530-a0eb-11ea-94a0-71f5203ecae6', 'plate_name': 'TESTPLATEID123454', 'plate_id': 'TESTPLATEID123454', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-28T13:57:19.785Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-28T13:57:25.936Z', 'user_group': None}, {'id': '7b620c10-9f98-11ea-b854-41da69c7e128', 'plate_name': 'TEST_ID_PALE99999999999999999', 'plate_id': 'TEST_ID_PALE99999999999999999', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T21:33:04.240Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-27T15:21:26.303Z', 'user_group': None}, {'id': 'f62bb8c0-9f97-11ea-b854-41da69c7e128', 'plate_name': 'TEST_ID_PALE_55555', 'plate_id': 'TEST_ID_PALE_55555', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T21:29:20.747Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-26T21:29:25.851Z', 'user_group': None}, {'id': 'b7780b70-9f96-11ea-b854-41da69c7e128', 'plate_name': 'testplate2324', 'plate_id': 'testplate2324', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T21:20:26.056Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-26T21:20:31.072Z', 'user_group': None}, {'id': '3407f930-9f96-11ea-b854-41da69c7e128', 'plate_name': 'testsampleplaate23123', 'plate_id': 'testsamplepalte23123', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T21:16:45.540Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-26T21:16:50.355Z', 'user_group': None}, {'id': '474e9fe0-9f95-11ea-b854-41da69c7e128', 'plate_name': 'tsettplate21341', 'plate_id': 'tsettplate21341', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T21:10:08.383Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-26T21:10:13.915Z', 'user_group': None}, {'id': 'aec4ca10-9f94-11ea-b854-41da69c7e128', 'plate_name': 'filetestpalte', 'plate_id': 'filetestpalte', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T21:05:52.467Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-26T21:05:57.541Z', 'user_group': None}, {'id': '554a99b0-9f94-11ea-b854-41da69c7e128', 'plate_name': 'secondTstepalte12', 'plate_id': 'secondTstepalte12', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T21:03:22.349Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-26T21:03:27.590Z', 'user_group': None}, {'id': '161ae920-9f94-11ea-b854-41da69c7e128', 'plate_name': 'secondTstepalte', 'plate_id': 'secondTstepalte', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T21:01:36.338Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-26T21:01:40.868Z', 'user_group': None}, {'id': '1ecb4bb0-9f93-11ea-b854-41da69c7e128', 'plate_name': 'testplate2323232', 'plate_id': 'testplate22222245', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-26T20:54:41.419Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-26T20:54:47.074Z', 'user_group': None}, {'id': '01318610-971d-11ea-9990-7590e598ef5f', 'plate_name': 'f609', 'plate_id': 'f609', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-16T02:29:01.799Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-16T02:29:15.108Z', 'user_group': None}, {'id': '4a033a10-96f9-11ea-8a38-cdb9baf312a0', 'plate_name': 'CCCCMPTEST', 'plate_id': 'CCCCMPTEST', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-15T22:13:22.128Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-15T22:13:31.042Z', 'user_group': None}, {'id': 'c144d170-96f8-11ea-8a38-cdb9baf312a0', 'plate_name': 'LASTTESTFOL', 'plate_id': 'LASTTESTFOL', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-15T22:09:32.709Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-15T22:09:40.217Z', 'user_group': None}, {'id': '05a72f80-96f8-11ea-8a38-cdb9baf312a0', 'plate_name': 'LASTTESTPLATE', 'plate_id': 'LASTTESTPLATE', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-15T22:04:17.942Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-15T22:04:25.207Z', 'user_group': None}, {'id': '91fbe140-9466-11ea-a796-3d6cbfa044cf', 'plate_name': 'NEW_PLATE_ID_23523523523523', 'plate_id': 'NEW_PLATE_ID_23523523523523', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-12T15:38:04.531Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-12T15:38:10.035Z', 'user_group': None}, {'id': '78d49370-9460-11ea-a796-3d6cbfa044cf', 'plate_name': 'TEEEEEEEEEESSSSSSTPLTAE', 'plate_id': 'TEEEEEEEEEESSSSSSTPLTAE', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-12T14:54:25.351Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-12T14:54:32.047Z', 'user_group': None}, {'id': '6ad951d0-8c9e-11ea-911b-f9d607852407', 'plate_name': 'May 2', 'plate_id': 'May 2', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-02T17:57:41.369Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-02T17:57:43.203Z', 'user_group': None}, {'id': 'a66a7c10-8a73-11ea-a7c6-4bd53ec1a867', 'plate_name': 'April 29', 'plate_id': 'April 29', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-29T23:46:30.606Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-30T18:05:39.161Z', 'user_group': None}, {'id': '948b1ca0-8a6b-11ea-a7c6-4bd53ec1a867', 'plate_name': 'April 29 folder', 'plate_id': 'April 29 folder', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-29T22:48:44.637Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-29T22:49:04.699Z', 'user_group': None}, {'id': '50792980-8a61-11ea-85ea-cdc4c0bf00c7', 'plate_name': 'TESTPLATEID25!', 'plate_id': 'TESTPLATEID25!', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-29T21:35:15.512Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-29T21:35:20.126Z', 'user_group': None}, {'id': '1eb65cb0-8a61-11ea-85ea-cdc4c0bf00c7', 'plate_name': 'TEST_ID_PALE_11111111111111111111111', 'plate_id': 'TEST_ID_PALE_11111111111111111111111', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-29T21:33:52.026Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-29T21:33:56.665Z', 'user_group': None}, {'id': 'cb122940-8a60-11ea-85ea-cdc4c0bf00c7', 'plate_name': 'TEST_ID_PALE_435345345', 'plate_id': 'TEST_ID_PALE_435345345', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-29T21:31:31.701Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-29T21:31:36.310Z', 'user_group': None}, {'id': 'dc44e410-8a5f-11ea-85ea-cdc4c0bf00c7', 'plate_name': 'TEST_ID_PALE_234234234234', 'plate_id': 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'last_modified_timestamp': '2020-04-28T19:56:19.342Z', 'user_group': None}, {'id': 'd6adac40-894b-11ea-85ea-cdc4c0bf00c7', 'plate_name': 'TESTPLATEID!', 'plate_id': 'TESTPLATEID!', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-28T12:29:00.582Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-28T12:29:07.542Z', 'user_group': None}, {'id': '42f125e0-86ee-11ea-85ea-cdc4c0bf00c7', 'plate_name': 'SDFDSFSDF', 'plate_id': 'SDFSDFSDF', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-25T12:14:07.200Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-28T12:16:03.641Z', 'user_group': None}, {'id': '1e0b94a0-84f9-11ea-818f-35500caaca7d', 'plate_name': 'Plate_gnu2006', 'plate_id': 'Plate_gnu2006', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-23T00:26:47.391Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-23T00:26:49.059Z', 'user_group': None}, {'id': 'eedb45b0-7f6a-11ea-b57c-538a1759da59', 'plate_name': 'demo-sample-gnu2005', 'plate_id': 'demo-sample-gnu2005', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-15T22:46:23.891Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-16T20:28:33.768Z', 'user_group': None}, {'id': 'bdde24f0-7d1c-11ea-94d7-0389a6a2f440', 'plate_name': 'Test-sample f gnu2004 plate', 'plate_id': 'Test-sample f gnu2004 plate', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-13T00:21:38.627Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-14T18:42:07.799Z', 'user_group': None}, {'id': 'f99db660-7d5b-11ea-9d8d-0f4f8fc92569', 'plate_name': 'EXP19044', 'plate_id': 'EXP19044', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-13T07:54:17.151Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-13T07:54:19.548Z', 'user_group': None}, {'id': 'e1a591a0-7cc4-11ea-9e3c-7d3791d0b5d9', 'plate_name': 'afwefa', 'plate_id': 'RNADDK', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-12T13:52:42.970Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-12T13:52:42.970Z', 'user_group': None}, {'id': '1d37eca0-7cc4-11ea-9e3c-7d3791d0b5d9', 'plate_name': 'PROJECTTESTPLATE', 'plate_id': 'SECONDTESTPLATE', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-12T13:47:13.419Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-12T13:47:13.419Z', 'user_group': None}, {'id': '6e95a7f0-7cc3-11ea-9e3c-7d3791d0b5d9', 'plate_name': 'ProjectTestPlate', 'plate_id': 'NewPlateForProject', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-12T13:42:20.430Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-12T13:42:20.430Z', 'user_group': None}, {'id': '5fe57770-7b52-11ea-9e3c-7d3791d0b5d9', 'plate_name': 'sheila-plate-test2', 'plate_id': 'sheila-test-id', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-04-10T17:40:31.499Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-04-10T17:40:31.499Z', 'user_group': 'group1'}, {'id': '209c0180-78da-11ea-aedd-750a4505ee28', 'plate_name': 'NewPlate', 'plate_id': 'TEST_ID_PALE_201345', 'description': None, 'notes': None, 'created_by': '195694cb-2225-4249-b1c0-32c8f4ac4cd4', 'created_timestamp': '2020-04-07T14:14:43.385Z', 'last_modified_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'last_modified_timestamp': '2020-04-10T08:50:58.472Z', 'user_group': None}, {'id': 'aa78c7e0-78d9-11ea-aedd-750a4505ee28', 'plate_name': 'New Plate 123585456', 'plate_id': 'PPPPLATE', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-07T14:11:25.183Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-07T14:11:25.183Z', 'user_group': None}, {'id': 'c8d283d0-78d8-11ea-aedd-750a4505ee28', 'plate_name': 'New Plate 123456', 'plate_id': 'TEST_ID_PALE_234', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-07T14:05:06.606Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-07T14:05:06.606Z', 'user_group': None}, {'id': 'a13f44b0-78c5-11ea-aedd-750a4505ee28', 'plate_name': 'P_PLTAE', 'plate_id': 'NEW_PLATE_ID_2', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-07T11:47:59.771Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-07T11:47:59.771Z', 'user_group': None}, {'id': 'c8dcdb80-78c1-11ea-aedd-750a4505ee28', 'plate_name': 'PlATEEEE', 'plate_id': 'NEW_PLATE ', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-07T11:20:28.247Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-07T11:20:28.247Z', 'user_group': None}, {'id': 'b18f4800-78c1-11ea-aedd-750a4505ee28', 'plate_name': 'New Plate 223334455', 'plate_id': 'TEST_ID_PALE', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-07T11:19:49.152Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-07T11:19:49.152Z', 'user_group': None}, {'id': '54896b90-788f-11ea-9cc5-1f0bc034a459', 'plate_name': 'gnu2005', 'plate_id': 'gnu2005', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-07T05:19:18.236Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-07T05:19:18.236Z', 'user_group': None}, {'id': '73326950-7828-11ea-aedd-750a4505ee28', 'plate_name': 'newPPLATE', 'plate_id': 'PlateId1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-06T17:02:51.525Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-06T17:02:51.525Z', 'user_group': None}, {'id': 'fbd32a90-7203-11ea-a58a-396fc50f38f8', 'plate_name': 'Test plate 108A', 'plate_id': 'Test plate 108A', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-29T21:26:42.359Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-29T21:26:42.359Z', 'user_group': None}, {'id': '98303a60-7202-11ea-a58a-396fc50f38f8', 'plate_name': 'Test plate 108A', 'plate_id': 'Test plate 108A 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-29T21:16:45.716Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-29T21:16:45.716Z', 'user_group': None}, {'id': 'e43f5130-7201-11ea-bdd4-27fd7b524922', 'plate_name': 'Test plate 108A', 'plate_id': 'Test plate 108A 2', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-29T21:11:43.778Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-29T21:11:43.778Z', 'user_group': None}, {'id': '21e9d7b0-715a-11ea-a9c3-5d393061aef5', 'plate_name': 'Test Plate 106A', 'plate_id': 'Test Plate 106A 3', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-29T01:10:51.825Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-29T01:10:51.825Z', 'user_group': None}, {'id': 'e42bb320-7146-11ea-a9c3-5d393061aef5', 'plate_name': 'Test plate 105A', 'plate_id': 'Test plate 105A 3', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-28T22:53:07.806Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-28T22:53:07.806Z', 'user_group': None}, {'id': '7e324b70-7127-11ea-a9c3-5d393061aef5', 'plate_name': 'f-102', 'plate_id': 'f-102 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-28T19:08:22.315Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-28T19:08:22.315Z', 'user_group': None}, {'id': '7551d7a0-70b9-11ea-a9c3-5d393061aef5', 'plate_name': 'Test Plate 100A', 'plate_id': 'Test Plate 100A 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-28T06:00:42.778Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-28T06:00:42.778Z', 'user_group': None}, {'id': '728dbaf0-6e0e-11ea-8d8e-3361ebdfdf63', 'plate_name': 'P-largee', 'plate_id': 'P-largee 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-24T20:31:31.902Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-24T20:31:31.902Z', 'user_group': 'group1'}, {'id': '189aa680-6e0d-11ea-8d8e-3361ebdfdf63', 'plate_name': 'PPPPLATE', 'plate_id': 'PPPPLATE 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-24T20:21:51.493Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-24T20:21:51.493Z', 'user_group': None}, {'id': 'fe1bc5b0-6e0b-11ea-8d8e-3361ebdfdf63', 'plate_name': 'p.234', 'plate_id': 'p.234 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-24T20:13:57.544Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-24T20:13:57.544Z', 'user_group': 'group1'}, {'id': 'e45426f0-6e0a-11ea-8d8e-3361ebdfdf63', 'plate_name': 'P1.3', 'plate_id': 'P1.3 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-24T20:06:04.797Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-24T20:06:04.797Z', 'user_group': 'group1'}, {'id': 'e7e8b4d0-6e09-11ea-8d8e-3361ebdfdf63', 'plate_name': 'P-test 2', 'plate_id': 'P-test 2 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-24T19:59:01.308Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-24T19:59:01.308Z', 'user_group': 'group1'}, {'id': '7faa91a0-6e08-11ea-8d8e-3361ebdfdf63', 'plate_name': 'P-restart', 'plate_id': 'P-restart 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-24T19:48:56.919Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-24T19:48:56.919Z', 'user_group': 'group1'}, {'id': 'a18e88c0-6de6-11ea-8d8e-3361ebdfdf63', 'plate_name': 'NEW plate', 'plate_id': 'NEW plate 106', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-24T15:46:30.890Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-24T15:46:30.890Z', 'user_group': None}, {'id': '67bab890-6de5-11ea-8d8e-3361ebdfdf63', 'plate_name': 'Test plate', 'plate_id': 'Test plate 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-24T15:37:44.376Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-24T15:37:44.376Z', 'user_group': None}, {'id': 'c3714560-6dda-11ea-8d8e-3361ebdfdf63', 'plate_name': 'P2.sheilaa', 'plate_id': 'P2.sheilaa 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': 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'04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T20:18:11.298Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T20:18:11.298Z', 'user_group': None}, {'id': '1542a300-6c7a-11ea-9b49-8395ac73db87', 'plate_name': 'New plate', 'plate_id': 'New plate 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T20:16:58.704Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T20:16:58.704Z', 'user_group': None}, {'id': '86086080-6c79-11ea-9b49-8395ac73db87', 'plate_name': 'Second plate', 'plate_id': 'Second plate 3', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T20:12:58.407Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T20:12:58.407Z', 'user_group': None}, {'id': '19839d80-6c79-11ea-9b49-8395ac73db87', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T20:09:56.344Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T20:09:56.344Z', 'user_group': None}, {'id': '8b262670-6c78-11ea-9b49-8395ac73db87', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 54', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T20:05:57.496Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T20:05:57.496Z', 'user_group': None}, {'id': '8ed652a0-6c77-11ea-9b49-8395ac73db87', 'plate_name': 'Final plate', 'plate_id': 'Final plate 0', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T19:58:54.185Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T19:58:54.185Z', 'user_group': None}, {'id': '868dd340-6c70-11ea-9b49-8395ac73db87', 'plate_name': 'P16', 'plate_id': 'P16', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T19:08:33.811Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T19:08:33.811Z', 'user_group': 'group1'}, {'id': 'bb729600-6c6f-11ea-9b49-8395ac73db87', 'plate_name': 'P19', 'plate_id': 'P19', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T19:02:53.057Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T19:02:53.057Z', 'user_group': 'group1'}, {'id': 'a4834f20-6c6f-11ea-9b49-8395ac73db87', 'plate_name': 'P28', 'plate_id': 'P28', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T19:02:14.577Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T19:02:14.577Z', 'user_group': 'group1'}, {'id': '895e74e0-6c6f-11ea-9b49-8395ac73db87', 'plate_name': 'P27', 'plate_id': 'P27', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T19:01:29.039Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T19:01:29.039Z', 'user_group': 'group1'}, {'id': 'd4e063b0-6c6a-11ea-9b49-8395ac73db87', 'plate_name': 'P25', 'plate_id': 'P25', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:27:48.236Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:27:48.236Z', 'user_group': 'group1'}, {'id': 'a557a860-6c6a-11ea-9b49-8395ac73db87', 'plate_name': 'P211', 'plate_id': 'P211', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:26:28.485Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:26:28.485Z', 'user_group': 'group1'}, {'id': '64673500-6c6a-11ea-9b49-8395ac73db87', 'plate_name': 'P144', 'plate_id': 'P144', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:24:39.536Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:24:39.536Z', 'user_group': 'group1'}, {'id': '25fef320-6c6a-11ea-9b49-8395ac73db87', 'plate_name': 'P15', 'plate_id': 'P15', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:22:54.833Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:22:54.833Z', 'user_group': 'group1'}, {'id': 'ca0a9b00-6c69-11ea-9b49-8395ac73db87', 'plate_name': 'P133', 'plate_id': 'P133', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:20:20.559Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:20:20.559Z', 'user_group': 'group1'}, {'id': '0538dd00-6c69-11ea-9b49-8395ac73db87', 'plate_name': 'P123', 'plate_id': 'P123', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:14:50.351Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:14:50.351Z', 'user_group': 'group1'}, {'id': 'ed8fe310-6c68-11ea-9b49-8395ac73db87', 'plate_name': 'P1Test', 'plate_id': 'P1Test', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:14:10.656Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:14:10.656Z', 'user_group': 'group1'}, {'id': '3620cfa0-6c68-11ea-9b49-8395ac73db87', 'plate_name': 'P96-3', 'plate_id': 'P96-3', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:09:02.905Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:09:02.905Z', 'user_group': 'group1'}, {'id': 'f488aa90-6c67-11ea-9b49-8395ac73db87', 'plate_name': 'P96-3', 'plate_id': 'P96-3 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-22T18:07:12.857Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-22T18:07:12.857Z', 'user_group': 'group1'}, {'id': '9a9c1810-6c61-11ea-9b49-8395ac73db87', 'plate_name': 'New plate', 'plate_id': 'New plate 105', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T17:21:45.010Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T17:21:45.010Z', 'user_group': None}, {'id': '15a65030-6c61-11ea-9b49-8395ac73db87', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 60', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T17:18:01.939Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T17:18:01.939Z', 'user_group': None}, {'id': 'a1109460-6c60-11ea-9b49-8395ac73db87', 'plate_name': 'New plate', 'plate_id': 'New plate 4', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T17:14:46.342Z', 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'2020-03-22T16:47:48.997Z', 'user_group': None}, {'id': '66559fe0-6c5c-11ea-9b49-8395ac73db87', 'plate_name': 'Second plate', 'plate_id': 'Second plate 6 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T16:44:29.821Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T16:44:29.821Z', 'user_group': None}, {'id': '49f9cc40-6c5c-11ea-9b49-8395ac73db87', 'plate_name': 'Final plate', 'plate_id': 'Final plate 7', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T16:43:42.242Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T16:43:42.242Z', 'user_group': None}, {'id': 'eff647a0-6c5b-11ea-9b49-8395ac73db87', 'plate_name': 'Test plate', 'plate_id': 'Test plate 7', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T16:41:11.226Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T16:41:11.226Z', 'user_group': None}, {'id': 'c13d1150-6c5b-11ea-9b49-8395ac73db87', 'plate_name': 'Test plate', 'plate_id': 'Test plate 8', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-22T16:39:52.837Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-22T16:39:52.837Z', 'user_group': None}, {'id': 'f4375de0-6bc5-11ea-8860-77dd840286a6', 'plate_name': 'Second plate', 'plate_id': 'Second plate 9', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T22:47:33.852Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T22:47:33.852Z', 'user_group': None}, {'id': 'e37cfcd0-6bc5-11ea-8860-77dd840286a6', 'plate_name': 'Test plate', 'plate_id': 'Test plate 9', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T22:47:05.789Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T22:47:05.789Z', 'user_group': None}, {'id': 'a4be7a10-6bc4-11ea-8860-77dd840286a6', 'plate_name': 'Final plate', 'plate_id': 'Final plate 10', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T22:38:11.026Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T22:38:11.026Z', 'user_group': None}, {'id': '968a2140-6bbc-11ea-8860-77dd840286a6', 'plate_name': 'Test plate', 'plate_id': 'Test plate 10', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T21:40:31.223Z', 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'Test plate 11', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T21:19:45.307Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T21:19:45.307Z', 'user_group': None}, {'id': 'f087d650-6bb8-11ea-8860-77dd840286a6', 'plate_name': 'Test plate', 'plate_id': 'Test plate 12', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T21:14:24.213Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T21:14:24.213Z', 'user_group': None}, {'id': 'bbf28890-6bb8-11ea-8860-77dd840286a6', 'plate_name': 'New plate', 'plate_id': 'New plate 12', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T21:12:55.994Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': 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'04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T20:52:19.488Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T20:52:19.488Z', 'user_group': None}, {'id': '0db94640-6bb5-11ea-8860-77dd840286a6', 'plate_name': 'Test plate', 'plate_id': 'Test plate 14', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T20:46:35.204Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T20:46:35.204Z', 'user_group': None}, {'id': 'd5ec58b0-6baa-11ea-8860-77dd840286a6', 'plate_name': 'Final plate', 'plate_id': 'Final plate 14', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T19:33:26.619Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T19:33:26.619Z', 'user_group': None}, {'id': '569b0200-6ba0-11ea-8860-77dd840286a6', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 5', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-21T18:18:18.048Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-21T18:18:18.048Z', 'user_group': None}, {'id': '23478d90-69f4-11ea-9dad-e928ba185153', 'plate_name': 'P2-96', 'plate_id': 'P2-96 3', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-19T15:13:07.340Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-19T15:13:07.340Z', 'user_group': 'group1'}, {'id': '5282a570-69f1-11ea-9dad-e928ba185153', 'plate_name': 'P96', 'plate_id': 'P96 4', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-19T14:52:58.089Z', 'last_modified_by': 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'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T23:39:41.720Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-18T23:39:41.720Z', 'user_group': 'group1'}, {'id': 'a7cf2cc0-6964-11ea-9dad-e928ba185153', 'plate_name': 'P7', 'plate_id': 'P7', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T22:06:02.157Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-18T22:06:02.157Z', 'user_group': 'group1'}, {'id': '75f5a3a0-6964-11ea-9dad-e928ba185153', 'plate_name': 'P5', 'plate_id': 'P5', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T22:04:38.523Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-18T22:04:38.523Z', 'user_group': 'group1'}, {'id': '1697e1c0-6964-11ea-9dad-e928ba185153', 'plate_name': 'Second plate', 'plate_id': 'Second plate 15', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-18T22:01:58.527Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-18T22:01:58.527Z', 'user_group': None}, {'id': '673c0680-6962-11ea-9dad-e928ba185153', 'plate_name': 'P3', 'plate_id': 'P3', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T21:49:54.827Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-18T21:49:54.827Z', 'user_group': 'group1'}, {'id': 'd8a30d10-6961-11ea-9dad-e928ba185153', 'plate_name': 'P3', 'plate_id': 'P3 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T21:45:55.587Z', 'last_modified_by': 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None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-18T21:40:53.337Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-18T21:40:53.337Z', 'user_group': None}, {'id': '8f00f840-695a-11ea-9dad-e928ba185153', 'plate_name': 'Test plate', 'plate_id': 'Test plate 18', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-18T20:53:45.573Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-18T20:53:45.573Z', 'user_group': None}, {'id': '5e646350-6957-11ea-af38-3737e1fd752b', 'plate_name': 'Test Plate 1010', 'plate_id': 'Test Plate 1010', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T20:30:55.494Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-18T20:30:55.494Z', 'user_group': 'group1'}, {'id': '37f66720-6940-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 18', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-18T17:45:12.625Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-18T17:45:12.625Z', 'user_group': None}, {'id': '99211510-6925-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 19', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-18T14:34:39.233Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-18T14:34:39.233Z', 'user_group': None}, {'id': '04191300-6925-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 20', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-18T14:30:29.200Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-18T14:30:29.200Z', 'user_group': None}, {'id': '687245c0-6924-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 21', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-18T14:26:08.060Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-18T14:26:08.060Z', 'user_group': None}, {'id': '1efaa220-68b6-11ea-8150-b7b97be784f9', 'plate_name': 'Test plate 1005', 'plate_id': 'Test plate 1005', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T01:16:40.131Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-18T01:16:40.131Z', 'user_group': 'group1'}, {'id': '222ae230-68b0-11ea-9dad-e928ba185153', 'plate_name': 'Test plate', 'plate_id': 'Test plate 22', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-18T00:33:48.531Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-18T00:33:48.531Z', 'user_group': None}, {'id': 'd8980840-68ab-11ea-9dad-e928ba185153', 'plate_name': 'P2', 'plate_id': 'P2 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T00:03:07.108Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-18T00:03:07.108Z', 'user_group': 'group1'}, {'id': 'a0beb310-68ab-11ea-9dad-e928ba185153', 'plate_name': 'P1', 'plate_id': 'P1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-18T00:01:33.411Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-18T00:01:33.411Z', 'user_group': 'group1'}, {'id': 'a1118370-68aa-11ea-9dad-e928ba185153', 'plate_name': 'test2', 'plate_id': 'test2', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-17T23:54:24.457Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-17T23:54:24.457Z', 'user_group': 'group1'}, {'id': '3dddda60-68aa-11ea-9dad-e928ba185153', 'plate_name': 'test-sheila', 'plate_id': 'test-sheila 1', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-17T23:51:38.022Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-17T23:51:38.022Z', 'user_group': 'group1'}, {'id': '04868ae0-67b1-11ea-bc34-73aeae6f845a', 'plate_name': 'Test Plate 1001', 'plate_id': 'Test Plate 1001', 'description': 'test', 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-16T18:07:37.104Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-17T23:50:05.214Z', 'user_group': 'group1'}, {'id': 'eb115ec0-68a8-11ea-9dad-e928ba185153', 'plate_name': 'Test plate', 'plate_id': 'Test plate 23', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T23:42:09.611Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T23:42:09.611Z', 'user_group': None}, {'id': '3c05e2e0-68a6-11ea-9dad-e928ba185153', 'plate_name': 'Tset plate', 'plate_id': 'Tset plate 24', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T23:22:56.943Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T23:22:56.943Z', 'user_group': None}, {'id': '5936bdf0-689f-11ea-9dad-e928ba185153', 'plate_name': 'Test plate', 'plate_id': 'Test plate 25', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T22:33:39.439Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T22:33:39.439Z', 'user_group': None}, {'id': 'de562350-689e-11ea-9dad-e928ba185153', 'plate_name': 'Test plate', 'plate_id': 'Test plate 26', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T22:30:13.286Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T22:30:13.286Z', 'user_group': None}, {'id': '829a4050-689e-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 6', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T22:27:39.383Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T22:27:39.383Z', 'user_group': None}, {'id': '33e8aeb0-689e-11ea-9dad-e928ba185153', 'plate_name': 'Test plate', 'plate_id': 'Test plate 27', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T22:25:27.357Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T22:25:27.357Z', 'user_group': None}, {'id': 'ab0fe040-689d-11ea-9dad-e928ba185153', 'plate_name': 'Final plate', 'plate_id': 'Final plate 28', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T22:21:37.763Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T22:21:37.763Z', 'user_group': None}, {'id': '21416b60-6896-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 29', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T21:27:40.098Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T21:27:40.098Z', 'user_group': None}, {'id': 'e1b60640-6895-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 30', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T21:25:53.476Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T21:25:53.476Z', 'user_group': None}, {'id': '68a8a1d0-6891-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 7', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:53:52.397Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:53:52.397Z', 'user_group': None}, {'id': '00e86130-6890-11ea-9dad-e928ba185153', 'plate_name': 'Tset plate', 'plate_id': 'Tset plate 31', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:43:48.832Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:43:48.832Z', 'user_group': None}, {'id': '65f8aef0-688f-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 8', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:39:28.894Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:39:28.894Z', 'user_group': None}, {'id': '2850afd0-688f-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 9', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:37:45.451Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:37:45.451Z', 'user_group': None}, {'id': 'a09ef1b0-688d-11ea-9dad-e928ba185153', 'plate_name': 'Second plate', 'plate_id': 'Second plate 32', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:26:48.298Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:26:48.298Z', 'user_group': None}, {'id': '630259b0-688c-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 62', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:17:55.434Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:17:55.434Z', 'user_group': None}, {'id': '063cf5f0-688c-11ea-9dad-e928ba185153', 'plate_name': 'Second plate', 'plate_id': 'Second plate 33', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:15:19.789Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:15:19.789Z', 'user_group': None}, {'id': 'e64a8e10-688b-11ea-9dad-e928ba185153', 'plate_name': 'Tset plate', 'plate_id': 'Tset plate 34', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:14:26.190Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:14:26.190Z', 'user_group': None}, {'id': 'c3c21200-688b-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 52', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-17T20:13:28.254Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-17T20:13:28.254Z', 'user_group': None}, {'id': 'b86100e0-67e8-11ea-9e42-dd4247bb529f', 'plate_name': 'Test Plate 1003', 'plate_id': 'Test Plate 1003', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-17T00:46:21.156Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-17T00:46:21.156Z', 'user_group': 'group1'}, {'id': '3057b540-67d9-11ea-9dad-e928ba185153', 'plate_name': 'Final plate', 'plate_id': 'Final plate 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:55:10.517Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:55:10.517Z', 'user_group': None}, {'id': 'c1ec4d60-67d7-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 57', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:44:55.765Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:44:55.765Z', 'user_group': None}, {'id': 'd4d0afd0-67d6-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 51', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:38:17.965Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:38:17.965Z', 'user_group': None}, {'id': '0b29c310-67d6-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 56', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:32:39.650Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:32:39.650Z', 'user_group': None}, {'id': 'ceafbca0-67d5-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 104', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:30:58.187Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:30:58.187Z', 'user_group': None}, {'id': '1287d180-67d4-11ea-9dad-e928ba185153', 'plate_name': 'Tset plate', 'plate_id': 'Tset plate', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:18:33.018Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:18:33.018Z', 'user_group': None}, {'id': 'f0c42c10-67d3-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 50', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:17:36.370Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:17:36.370Z', 'user_group': None}, {'id': 'b60ac160-67d3-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 53', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:15:57.848Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:15:57.848Z', 'user_group': None}, {'id': '72801b20-67d3-11ea-9dad-e928ba185153', 'plate_name': 'Final plate', 'plate_id': 'Final plate 3', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:14:04.532Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:14:04.532Z', 'user_group': None}, {'id': '1f96d340-67d3-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 101', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:11:45.428Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:11:45.428Z', 'user_group': None}, {'id': 'ed4d9860-67d2-11ea-9dad-e928ba185153', 'plate_name': 'Second plate', 'plate_id': 'Second plate 31', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T22:10:21.064Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T22:10:21.064Z', 'user_group': None}, {'id': '14906500-67cf-11ea-9dad-e928ba185153', 'plate_name': 'New plate', 'plate_id': 'New plate 100', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T21:42:48.945Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T21:42:48.945Z', 'user_group': None}, {'id': 'ef6c7d90-67ce-11ea-9dad-e928ba185153', 'plate_name': 'Tset plate', 'plate_id': 'Tset plate 100', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T21:41:46.636Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T21:41:46.636Z', 'user_group': None}, {'id': '35cea340-67ce-11ea-9dad-e928ba185153', 'plate_name': 'OPS', 'plate_id': 'OPS', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T21:36:35.221Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T21:36:35.221Z', 'user_group': None}, {'id': 'f710ee60-67cd-11ea-9dad-e928ba185153', 'plate_name': 'Test plate', 'plate_id': 'Test plate 5 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T21:34:49.959Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T21:34:49.959Z', 'user_group': None}, {'id': 'b62de880-67cd-11ea-9dad-e928ba185153', 'plate_name': 'Test plate', 'plate_id': 'Test plate 5', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T21:33:01.097Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T21:33:01.097Z', 'user_group': None}, {'id': '997914e0-67cc-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 555555', 'plate_id': 'Test plate 555555', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T21:25:03.441Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T21:25:03.441Z', 'user_group': None}, {'id': '7b5f8bb0-67cc-11ea-9dad-e928ba185153', 'plate_name': 'Test', 'plate_id': 'Test 1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T21:24:12.942Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T21:24:12.942Z', 'user_group': None}, {'id': '150a38a0-67be-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 00000', 'plate_id': 'Test plate 00000', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T19:41:08.297Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T19:41:08.297Z', 'user_group': None}, {'id': 'd30a9f30-67bd-11ea-bc34-73aeae6f845a', 'plate_name': 'Test Plate 1002', 'plate_id': 'Test Plate 1002', 'description': None, 'notes': None, 'created_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'created_timestamp': '2020-03-16T19:39:17.529Z', 'last_modified_by': 'b7505f68-3d08-4d1d-990e-a2ce2eae3d4e', 'last_modified_timestamp': '2020-03-16T19:39:17.529Z', 'user_group': 'group1'}, {'id': 'bb775780-67ba-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 123456', 'plate_id': 'Test plate 123456', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T19:17:09.527Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T19:17:09.527Z', 'user_group': None}, {'id': '92206700-67b5-11ea-9dad-e928ba185153', 'plate_name': 'Test plate 2018', 'plate_id': 'Test plate 2018', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T18:40:12.685Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T18:40:12.685Z', 'user_group': None}, {'id': 'dfc57c90-67b3-11ea-9dad-e928ba185153', 'plate_name': 'Second plate', 'plate_id': 'Second plate 30', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-16T18:28:03.960Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-16T18:28:03.960Z', 'user_group': None}, {'id': '4a56bdd0-6610-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'EDited plate', 'plate_id': 'EDited plate', 'description': 'TEST', 'notes': 'NOTE TEST\n', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-14T16:24:34.124Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-15T20:58:43.733Z', 'user_group': None}, {'id': '62317b70-66e7-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'Second plate', 'plate_id': 'Second plate', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-15T18:04:15.943Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-15T18:04:15.943Z', 'user_group': None}, {'id': '4d3d36b0-66e6-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'Test plate 259', 'plate_id': 'Test plate 259 55', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-15T17:56:31.290Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-15T17:56:31.290Z', 'user_group': None}, {'id': '77bd4880-6628-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'Test plate', 'plate_id': ' Test plate 3', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-14T19:17:38.217Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-14T19:17:38.217Z', 'user_group': None}, {'id': '608cc1a0-6622-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'New plate', 'plate_id': 'New plate 102', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-14T18:34:02.330Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-14T18:34:02.330Z', 'user_group': None}, {'id': 'c2469160-6621-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'New plate', 'plate_id': 'New plate 103', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-14T18:29:36.790Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-14T18:29:36.790Z', 'user_group': None}, {'id': '8fa91c00-6621-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'Final last  plate', 'plate_id': 'Final last  plate', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-14T18:28:11.871Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-14T18:28:11.871Z', 'user_group': None}, {'id': '53180b20-6621-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'Final TESR plate', 'plate_id': 'Final TESR plate', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-14T18:26:30.259Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-14T18:26:30.259Z', 'user_group': None}, {'id': '5c31fe90-6618-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'Test plate', 'plate_id': 'Test plate 2', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-14T17:22:20.055Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-14T17:22:20.055Z', 'user_group': None}, {'id': '5b05d440-6610-11ea-96e3-d5a4dab4ebf6', 'plate_name': 'Final plate', 'plate_id': 'Final plate 2', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-14T16:25:02.113Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-14T16:25:02.113Z', 'user_group': None}, {'id': '9872e3f0-544e-11ea-ad9e-1991e0725494', 'plate_name': 'First plate DO NOT DELETE', 'plate_id': 'First plate DO NOT DELETE', 'description': 'DO NOT DELETE', 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-03T17:05:37.711Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-03T17:05:37.711Z', 'user_group': None}]

You can also pass in a specific plate_id to specifically fetch a plate.

plate_id = "00d1ac50-1149-11ee-85b5-bd8ec5ef4e32"
sample_plate = sdk.get_plate_metadata(plate_id)
log(sample_plate)

[{'id': '00d1ac50-1149-11ee-85b5-bd8ec5ef4e32', 'plate_name': 'finalPlateNameTest', 'plate_id': 'finalPlateIdTest', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-22T22:06:13.963Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-22T22:06:18.470Z', 'user_group': None}]

With the df flag set to True:

sample_plate = sdk.get_plate_metadata(plate_id, df=True)
log(sample_plate)

                    id                       plate_name          plate_id     description notes               created_by                  created_timestamp                last_modified_by            last_modified_timestamp  user_group
0  00d1ac50-1149-11ee-85b5-bd8ec5ef4e32  finalPlateNameTest  finalPlateIdTest     None     None  04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-22T22:06:13.963Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-22T22:06:18.470Z    None

Get Plate

Fetches MS data files for a plate_id (provided that the plate_id is valid and has samples associated with it) for an authenticated user.

The function returns a dict containing DataFrame objects if the df flag is passed in as True, otherwise a nested dict object is returned instead.

Params

plate_id: (str, optional) Unique ID of the plate to be fetched, defaulted to None.
df: (bool, optional) Boolean denoting whether the user wants the response back in JSON or a DataFrame object.

Returns

res: (DataFrame) List/DataFrame of MS data file objects for the authenticated user.

Example

plate_id = "00d1ac50-1149-11ee-85b5-bd8ec5ef4e32"
sample_plate = sdk.get_plate(plate_id)
log(sample_plate)

[{'id': '03692010-1149-11ee-85b5-bd8ec5ef4e32', 'sample_id': '02dd81e0-1149-11ee-85b5-bd8ec5ef4e32', 'raw_file_path': '00d1ac50-1149-11ee-85b5-bd8ec5ef4e32/20230622220614171/AgamSDKTest2.raw', 'well_location': 'D11', 'nanoparticle': '', 'instrument_name': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-22T22:06:18.309Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-22T22:06:18.309Z', 'user_group': None, 'sample_id_tracking': 'A112', 'nanoparticle_id': '', 'control': '', 'control_id': '', 'date_sample_prep': '', 'sample_volume': '', 'peptide_concentration': '', 'peptide_mass_sample': '', 'dilution_factor': '', 'kit_id': None, 'injection_timestamp': None, 'ms_instrument_sn': None, 'recon_volume': None, 'gradient': None}, {'id': '03195260-1149-11ee-85b5-bd8ec5ef4e32', 'sample_id': '020faa90-1149-11ee-85b5-bd8ec5ef4e32', 'raw_file_path': '00d1ac50-1149-11ee-85b5-bd8ec5ef4e32/20230622220614171/AgamSDKTest1.raw', 'well_location': 'C11', 'nanoparticle': 'NONE', 'instrument_name': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-22T22:06:17.787Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-22T22:06:17.787Z', 'user_group': None, 'sample_id_tracking': 'A111', 'nanoparticle_id': 'NONE', 'control': 'MPE Control', 'control_id': 'MPE Control', 'date_sample_prep': '', 'sample_volume': '20.0', 'peptide_concentration': '59.514', 'peptide_mass_sample': '8.57', 'dilution_factor': '1.0', 'kit_id': None, 'injection_timestamp': None, 'ms_instrument_sn': None, 'recon_volume': None, 'gradient': None}]

With df flag set to True:

sample_plate = sdk.get_plate(plate_id=plate_id, df=True)
log(sample_plate)

                    id                                sample_id                                 raw_file_path                    well_location nanoparticle instrument_name               created_by                  created_timestamp                last_modified_by            last_modified_timestamp  user_group sample_id_tracking nanoparticle_id   control     control_id  date_sample_prep sample_volume peptide_concentration peptide_mass_sample dilution_factor kit_id injection_timestamp ms_instrument_sn recon_volume gradient
0  03692010-1149-11ee-85b5-bd8ec5ef4e32  02dd81e0-1149-11ee-85b5-bd8ec5ef4e32  00d1ac50-1149-11ee-85b5-bd8ec5ef4e32/202306222...       D11                                   04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-22T22:06:18.309Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-22T22:06:18.309Z    None           A112                                                                                                                                            None          None              None           None       None
1  03195260-1149-11ee-85b5-bd8ec5ef4e32  020faa90-1149-11ee-85b5-bd8ec5ef4e32  00d1ac50-1149-11ee-85b5-bd8ec5ef4e32/202306222...       C11         NONE                      04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-22T22:06:17.787Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-22T22:06:17.787Z    None           A111              NONE       MPE Control  MPE Control                       20.0             59.514                8.57               1.0       None          None              None           None       None

Get MS Data

Fetches MS data files for passed in sample_ids (provided they are valid and contain relevant files) for an authenticated user.

The function returns a dict containing DataFrame objects if the df flag is passed in as True, otherwise a nested dict object is returned instead.

Params

sample_ids: (list) List of unique sample IDs.
df: (bool, optional) Boolean denoting whether the user wants the response back in JSON or a DataFrame object.

Returns

res: (DataFrame) List or DataFrame of MS data file objects for the authenticated user.

Example

sample_ids = ["812139c0-15e0-11ee-bdf1-bbaa73585acf", "803e05b0-15e0-11ee-bdf1-bbaa73585acf"]
example = sdk.get_msdata(sample_ids)
log(example)

[{'id': '81c6a180-15e0-11ee-bdf1-bbaa73585acf', 'sample_id': '812139c0-15e0-11ee-bdf1-bbaa73585acf', 'raw_file_path': '7ec8cad0-15e0-11ee-bdf1-bbaa73585acf/20230628182044224/AgamSDKTest2.raw', 'well_location': 'D11', 'nanoparticle': '', 'instrument_name': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-28T18:20:49.006Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-28T18:20:49.006Z', 'user_group': None, 'sample_id_tracking': 'A112', 'nanoparticle_id': '', 'control': '', 'control_id': '', 'date_sample_prep': '', 'sample_volume': '', 'peptide_concentration': '', 'peptide_mass_sample': '', 'dilution_factor': '', 'kit_id': None, 'injection_timestamp': None, 'ms_instrument_sn': None, 'recon_volume': None, 'gradient': None}, {'id': '816a9ed0-15e0-11ee-bdf1-bbaa73585acf', 'sample_id': '803e05b0-15e0-11ee-bdf1-bbaa73585acf', 'raw_file_path': '7ec8cad0-15e0-11ee-bdf1-bbaa73585acf/20230628182044224/AgamSDKTest1.raw', 'well_location': 'C11', 'nanoparticle': 'NONE', 'instrument_name': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-28T18:20:48.408Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-28T18:20:48.408Z', 'user_group': None, 'sample_id_tracking': 'A111', 'nanoparticle_id': 'NONE', 'control': 'MPE Control', 'control_id': 'MPE Control', 'date_sample_prep': '', 'sample_volume': '20.0', 'peptide_concentration': '59.514', 'peptide_mass_sample': '8.57', 'dilution_factor': '1.0', 'kit_id': None, 'injection_timestamp': None, 'ms_instrument_sn': None, 'recon_volume': None, 'gradient': None}]

There is also an option to return everything as a DataFrame instead:

example = sdk.get_msdata(sample_ids, df=True)
log(example)

                    id                                sample_id                                 raw_file_path                    well_location nanoparticle instrument_name               created_by                  created_timestamp                last_modified_by            last_modified_timestamp  user_group sample_id_tracking nanoparticle_id   control     control_id  date_sample_prep sample_volume peptide_concentration peptide_mass_sample dilution_factor kit_id injection_timestamp ms_instrument_sn recon_volume gradient
0  81c6a180-15e0-11ee-bdf1-bbaa73585acf  812139c0-15e0-11ee-bdf1-bbaa73585acf  7ec8cad0-15e0-11ee-bdf1-bbaa73585acf/202306281...       D11                                   04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-28T18:20:49.006Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-28T18:20:49.006Z    None           A112                                                                                                                                            None          None              None           None       None
1  816a9ed0-15e0-11ee-bdf1-bbaa73585acf  803e05b0-15e0-11ee-bdf1-bbaa73585acf  7ec8cad0-15e0-11ee-bdf1-bbaa73585acf/202306281...       C11         NONE                      04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-28T18:20:48.408Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-06-28T18:20:48.408Z    None           A111              NONE       MPE Control  MPE Control                       20.0             59.514                8.57               1.0       None          None              None           None       None

Get Project Metadata

Fetches a list of projects for the authenticated user. If no project_id is provided, returns all projects for the authenticated user. If project_id is provided, returns the project with the given project_id, provided it exists.

The function returns a dict containing DataFrame objects if the df flag is passed in as True, otherwise a nested dict object is returned instead.

Params

project_id: (str, optional) Unique ID of the project to be fetched, defaulted to None.
df: (bool, optional) Boolean denoting whether the user wants the response back in JSON or a DataFrame object.

Returns

projects: (list or DataFrame) list or DataFrame of plate objects for the authenticated user.

Example

projects = sdk.get_project_metadata()
log(projects)

[{'id': '542e36d0-87d6-11ee-b03f-27a54e8c1798', 'project_name': 'test_project', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-11-20T18:55:10.059Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-20T18:55:10.059Z', 'user_group': None}, {'id': '221f0e80-66f7-11ee-abb2-359a84c72f54', 'project_name': 'test_project', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-10-09T22:56:51.066Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-10-09T22:56:51.066Z', 'user_group': None}, {'id': '6e631800-66f6-11ee-abb2-359a84c72f54', 'project_name': 'test_project', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-10-09T22:51:49.524Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-10-09T22:51:49.524Z', 'user_group': None}, {'id': 'e5d37300-564b-11ee-a8c3-cfaf77ca0fed', 'project_name': 'test_project', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-09-18T17:50:47.412Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-09-18T17:50:47.412Z', 'user_group': None}, {'id': '877e75e0-45f5-11ee-bdef-21db510350e1', 'project_name': 'test_project', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-08-28T22:52:13.778Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-08-28T22:52:13.778Z', 'user_group': None}, {'id': '6337d8b0-405b-11ee-ab4b-c996af13182a', 'project_name': 'test_project', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': 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'project_name': 'test_10_28_DIA_28_files', 'description': None, 'notes': None, 'created_by': '36332f91-be45-4683-be61-1509d383c877', 'created_timestamp': '2020-10-28T17:27:34.466Z', 'last_modified_by': '36332f91-be45-4683-be61-1509d383c877', 'last_modified_timestamp': '2020-10-28T17:27:45.725Z', 'user_group': None}, {'id': '8715a9f0-18a0-11eb-9b6b-9f96632fde6a', 'project_name': 'test_10_27_20_96_files', 'description': None, 'notes': None, 'created_by': '36332f91-be45-4683-be61-1509d383c877', 'created_timestamp': '2020-10-27T22:05:30.579Z', 'last_modified_by': '36332f91-be45-4683-be61-1509d383c877', 'last_modified_timestamp': '2020-10-27T22:05:48.430Z', 'user_group': None}, {'id': '6ee79060-04ea-11eb-9581-2ddecac39483', 'project_name': 'EXP20002_2020ms0142_part22', 'description': 'test', 'notes': 'test343', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-10-02T20:04:09.455Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-10-08T19:00:30.736Z', 'user_group': None}, {'id': 'a93284e0-0405-11eb-acb7-194f07a444c2', 'project_name': 'RS-759', 'description': '', 'notes': '', 'created_by': '36332f91-be45-4683-be61-1509d383c877', 'created_timestamp': '2020-10-01T16:46:32.523Z', 'last_modified_by': '36332f91-be45-4683-be61-1509d383c877', 'last_modified_timestamp': '2020-10-06T17:11:09.099Z', 'user_group': None}, {'id': '880fa3b0-d90d-11ea-a0a3-87003e5cb800', 'project_name': 'RS-729 controls', 'description': '', 'notes': '', 'created_by': '195694cb-2225-4249-b1c0-32c8f4ac4cd4', 'created_timestamp': '2020-08-08T00:24:32.913Z', 'last_modified_by': '36332f91-be45-4683-be61-1509d383c877', 'last_modified_timestamp': '2020-09-30T19:34:32.072Z', 'user_group': None}, {'id': '9a11a240-fea4-11ea-b23a-3113f20b2c0a', 'project_name': 'th', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-09-24T20:29:10.112Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-09-26T08:15:21.977Z', 'user_group': None}, {'id': '47463730-ff97-11ea-ab92-01cd1cd8efd6', 'project_name': 'B-Files', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-09-26T01:26:18.946Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-09-26T01:34:06.661Z', 'user_group': None}, {'id': 'c27f42e0-ec8f-11ea-ba8a-0f95473118d8', 'project_name': 'TestProject', 'description': 'NODESC', 'notes': 'NOTE', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-09-01T20:14:37.617Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-09-01T20:14:37.617Z', 'user_group': None}, {'id': 'fa8feb10-d5ee-11ea-b6a4-bda7bed45e2a', 'project_name': 'august3', 'description': '', 'notes': '', 'created_by': '2ab85415-8a93-4099-8adc-bb4c706cbef1', 'created_timestamp': '2020-08-04T01:08:17.999Z', 'last_modified_by': '2ab85415-8a93-4099-8adc-bb4c706cbef1', 'last_modified_timestamp': '2020-08-04T01:08:17.999Z', 'user_group': None}, {'id': '4106e750-d438-11ea-bc16-31ba6415c2f8', 'project_name': 'august 1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-08-01T20:47:46.259Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-08-01T20:47:46.259Z', 'user_group': None}, {'id': 'a2b57400-ca95-11ea-b0bc-79b94cca6692', 'project_name': 'july 20', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-07-20T14:31:01.707Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-07-20T14:31:01.707Z', 'user_group': None}, {'id': '98589e70-b333-11ea-9314-b91e94c42317', 'project_name': 'Controls for development', 'description': 'DO NOT DELETE !', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-20T20:21:16.898Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-07-09T17:37:32.649Z', 'user_group': None}, {'id': '7e9dcb20-a4f3-11ea-bcfb-f7528a88c754', 'project_name': 'EXP20028_0602', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-06-02T17:07:09.644Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-02T17:07:09.644Z', 'user_group': None}, {'id': 'a43ed120-a12a-11ea-b70d-fb3df2014bbe', 'project_name': 'May 29', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-28T21:31:50.442Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-28T21:31:50.442Z', 'user_group': None}, {'id': 'bdf855d0-9beb-11ea-810d-31caeb439dfe', 'project_name': 'EXP20028_2020ms0096', 'description': 'DO NOT DELETE - FOR VIS', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-22T05:18:59.497Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-22T05:18:59.497Z', 'user_group': None}, {'id': '224191b0-97c7-11ea-84cf-99f09dcc4181', 'project_name': 'May 16', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-05-16T22:46:51.726Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-05-16T22:46:51.726Z', 'user_group': None}, {'id': '07795fb0-8279-11ea-9a48-132946705fd9', 'project_name': 'marius test 04/18', 'description': '', 'notes': '', 'created_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'created_timestamp': '2020-04-19T20:04:51.742Z', 'last_modified_by': '195694cb-2225-4249-b1c0-32c8f4ac4cd4', 'last_modified_timestamp': '2020-05-12T15:38:11.281Z', 'user_group': None}, {'id': '0f6e40c0-8a97-11ea-92f2-6bb3482f327e', 'project_name': 'Agilent', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-30T03:59:59.178Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-30T03:59:59.178Z', 'user_group': None}, {'id': 'b5efd830-8a76-11ea-a7c6-4bd53ec1a867', 'project_name': 'WIFF', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-30T00:08:25.110Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-30T00:08:25.110Z', 'user_group': None}, {'id': '3239e490-8279-11ea-9a48-132946705fd9', 'project_name': 'marius test 04/18 1', 'description': '', 'notes': '', 'created_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'created_timestamp': '2020-04-19T20:06:03.467Z', 'last_modified_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'last_modified_timestamp': '2020-04-19T20:06:03.467Z', 'user_group': None}, {'id': '2d89db50-805b-11ea-a3cb-5341c25962a0', 'project_name': 'EXP19044', 'description': 'DO NOT DELETE', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-17T03:26:08.273Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-04-17T03:26:08.273Z', 'user_group': None}, {'id': 'f12e3ee0-5453-11ea-9bdc-937353b8e695', 'project_name': 'Second test project', 'description': None, 'notes': None, 'created_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'created_timestamp': '2020-03-04T02:43:29.355Z', 'last_modified_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'last_modified_timestamp': '2020-04-14T20:21:50.389Z', 'user_group': None}, {'id': '50ae4760-7a07-11ea-b14e-63426ba163ee', 'project_name': 'marius test 04/08', 'description': 'marius test 04/08\n', 'notes': '', 'created_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'created_timestamp': '2020-04-09T02:10:42.647Z', 'last_modified_by': '195694cb-2225-4249-b1c0-32c8f4ac4cd4', 'last_modified_timestamp': '2020-04-13T00:24:32.308Z', 'user_group': None}, {'id': 'ab730ab0-7c2c-11ea-adb0-ab6dd8abd5e5', 'project_name': 'marius test 4/11', 'description': '', 'notes': '', 'created_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'created_timestamp': '2020-04-11T19:43:08.601Z', 'last_modified_by': '195694cb-2225-4249-b1c0-32c8f4ac4cd4', 'last_modified_timestamp': '2020-04-12T13:52:57.411Z', 'user_group': None}, {'id': 'fe14f7d0-7a54-11ea-ac8a-710e76051ea7', 'project_name': 'marius test 4/9', 'description': '', 'notes': '', 'created_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'created_timestamp': '2020-04-09T11:26:44.806Z', 'last_modified_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'last_modified_timestamp': '2020-04-10T18:41:47.995Z', 'user_group': None}, {'id': '839bad80-72e0-11ea-b29c-2973eeafb8c3', 'project_name': 'March 30 project 1', 'description': 'demo', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-30T23:45:19.436Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-30T23:46:33.931Z', 'user_group': None}, {'id': '5362d740-6e5a-11ea-ae04-41ffa195e0af', 'project_name': 'March24_Project', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-25T05:34:41.335Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-03-25T05:34:41.335Z', 'user_group': None}, {'id': 'f12e3ee0-5453-11ea-9bdc-937353b8e691', 'project_name': 'A test project', 'description': None, 'notes': None, 'created_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'created_timestamp': '2020-03-04T02:43:29.355Z', 'last_modified_by': '195694cb-2225-4249-b1c0-32c8f4ac4cd4', 'last_modified_timestamp': '2020-03-16T11:08:43.778Z', 'user_group': None}, {'id': 'f12e3ee0-5453-11ea-9bdc-937353b8e692', 'project_name': 'Third project', 'description': None, 'notes': None, 'created_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'created_timestamp': '2020-03-11T02:43:29.355Z', 'last_modified_by': 'abdf5ec9-5d2a-4672-960e-e695eba654f5', 'last_modified_timestamp': '2020-03-11T18:35:56.848Z', 'user_group': None}]

You can also pass in a specific project_id to specifically fetch a project.

project_id = "222e0890-0f95-11ee-9c0f-3bf27c252a07"
sample_project = sdk.get_project_metadata(project_id)
log(sample_project)

[{'id': '222e0890-0f95-11ee-9c0f-3bf27c252a07', 'project_name': 'sdk test projjjjjj', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-20T18:06:09.397Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-06-20T18:06:09.397Z', 'user_group': None}]

Get Project

Fetches samples (and MS data files) for a project_id (provided that the project_id is valid and has samples associated with it) for an authenticated user.

The function returns a DataFrame object if the df flag is passed in as True, otherwise a nested dict object is returned instead. If the both the df and msdata flags are passed in as True, then a nested DataFrame object is returned instead.

Params

project_id: (str, optional) Unique ID of the project to be fetched.
msdata: (bool, optional) Boolean flag denoting whether the user wants relevant MS data files associated with the samples.
df: (bool, optional) Boolean denoting whether the user wants the response back in JSON or a DataFrame object.

Returns

res: (list or DataFrame) List or DataFrame of project objects for the authenticated user.

Example

project_id = "7e48e150-8a47-11ed-b382-bf440acece26"
sample_project = sdk.get_project(project_id=project_id, msdata=False, df=False)
log(sample_project)

[{'id': '829509f0-8a47-11ed-b382-bf440acece26', 'plate_id': '81608190-8a47-11ed-b382-bf440acece26', 'sample_name': 'PC6-rep3', 'sample_type': 'Plasma', 'species': 'Human', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-01-02T02:45:25.701Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-01-02T02:45:26.863Z', 'user_group': None, 'sample_receipt_date': None, 'sample_collection_date': None, 'condition': None, 'plate_name': 'PlateName20230101X', 'custom_lasttestfield': None, 'custom_ttest': None, 'custom_new_test': None, 'custom_customaaaaa': None, 'custom_custom_ab': None, 'custom_pjtest': None, 'biological_replicate': None, 'technical_replicate': None, 'custom_testfield2_2222222': None, 'sample_id': 'PC6-rep3', 'custom_customnamedjfksdfksdjflajsfjaogojsadogkljsdfgklsjdklgjls': None, 'custom_test123': None, 'custom_hcustom1234': None, 'custom_newhfield': None, 'custom_newsamplehh': None, 'custom_difforg': None, 'custom_custom1': None, 'custom_newtestfield33333': None, 'custom_harsh': None, 'custom_yesdfsd': None, 'custom_tdf3222': None, 'custom_yrdy444': None, 'custom_tesdy4444': None, 'custom_newcustomtest1': None, 'custom_rest': None, 'custom_zest': None, 'custom_z222': None, 'custom_tes3333': None, 'custom_rjb': None, 'custom_yoyoyo222': None, 'custom_gditch': None, 'custom_kb23': None, 'custom_kb22': None, 'custom_pj44': None, 'custom_updatetest': None, 'custom_test22222': None, 'custom_tlucky122': None, 'custom_testcustomlongfieldtestcustomlongfieldnamethatissuperlon': None, 'custom_testnewcustomfield81818': None, 'custom_testnt': None, 'well_location': 'C2', 'control': ''}, {'id': '828d41c0-8a47-11ed-b382-bf440acece26', 'plate_id': '81608190-8a47-11ed-b382-bf440acece26', 'sample_name': 'PC6-rep2', 'sample_type': 'Plasma', 'species': 'Human', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-01-02T02:45:25.649Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-01-02T02:45:26.863Z', 'user_group': None, 'sample_receipt_date': None, 'sample_collection_date': None, 'condition': None, 'plate_name': 'PlateName20230101X', 'custom_lasttestfield': None, 'custom_ttest': None, 'custom_new_test': None, 'custom_customaaaaa': None, 'custom_custom_ab': None, 'custom_pjtest': None, 'biological_replicate': None, 'technical_replicate': None, 'custom_testfield2_2222222': None, 'sample_id': 'PC6-rep2', 'custom_customnamedjfksdfksdjflajsfjaogojsadogkljsdfgklsjdklgjls': None, 'custom_test123': None, 'custom_hcustom1234': None, 'custom_newhfield': None, 'custom_newsamplehh': None, 'custom_difforg': None, 'custom_custom1': None, 'custom_newtestfield33333': None, 'custom_harsh': None, 'custom_yesdfsd': None, 'custom_tdf3222': None, 'custom_yrdy444': None, 'custom_tesdy4444': None, 'custom_newcustomtest1': None, 'custom_rest': None, 'custom_zest': None, 'custom_z222': None, 'custom_tes3333': None, 'custom_rjb': None, 'custom_yoyoyo222': None, 'custom_gditch': None, 'custom_kb23': None, 'custom_kb22': None, 'custom_pj44': None, 'custom_updatetest': None, 'custom_test22222': None, 'custom_tlucky122': None, 'custom_testcustomlongfieldtestcustomlongfieldnamethatissuperlon': None, 'custom_testnewcustomfield81818': None, 'custom_testnt': None, 'well_location': 'B2', 'control': ''}, {'id': '8294e2e0-8a47-11ed-b382-bf440acece26', 'plate_id': '81586b40-8a47-11ed-b382-bf440acece26', 'sample_name': 'PC6-rep2', 'sample_type': 'Plasma', 'species': 'Human', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-01-02T02:45:25.700Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-01-02T02:45:26.806Z', 'user_group': None, 'sample_receipt_date': None, 'sample_collection_date': None, 'condition': None, 'plate_name': 'PlateName20230101W', 'custom_lasttestfield': None, 'custom_ttest': None, 'custom_new_test': None, 'custom_customaaaaa': None, 'custom_custom_ab': None, 'custom_pjtest': None, 'biological_replicate': None, 'technical_replicate': None, 'custom_testfield2_2222222': None, 'sample_id': 'PC6-rep2', 'custom_customnamedjfksdfksdjflajsfjaogojsadogkljsdfgklsjdklgjls': None, 'custom_test123': None, 'custom_hcustom1234': None, 'custom_newhfield': None, 'custom_newsamplehh': None, 'custom_difforg': None, 'custom_custom1': None, 'custom_newtestfield33333': None, 'custom_harsh': None, 'custom_yesdfsd': None, 'custom_tdf3222': None, 'custom_yrdy444': None, 'custom_tesdy4444': None, 'custom_newcustomtest1': None, 'custom_rest': None, 'custom_zest': None, 'custom_z222': None, 'custom_tes3333': None, 'custom_rjb': None, 'custom_yoyoyo222': None, 'custom_gditch': None, 'custom_kb23': None, 'custom_kb22': None, 'custom_pj44': None, 'custom_updatetest': None, 'custom_test22222': None, 'custom_tlucky122': None, 'custom_testcustomlongfieldtestcustomlongfieldnamethatissuperlon': None, 'custom_testnewcustomfield81818': None, 'custom_testnt': None, 'well_location': 'B2', 'control': ''}, {'id': '8285eec0-8a47-11ed-b382-bf440acece26', 'plate_id': '81586b40-8a47-11ed-b382-bf440acece26', 'sample_name': 'PC6-rep3', 'sample_type': 'Plasma', 'species': 'Human', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-01-02T02:45:25.602Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-01-02T02:45:26.753Z', 'user_group': None, 'sample_receipt_date': None, 'sample_collection_date': None, 'condition': None, 'plate_name': 'PlateName20230101W', 'custom_lasttestfield': None, 'custom_ttest': None, 'custom_new_test': None, 'custom_customaaaaa': None, 'custom_custom_ab': None, 'custom_pjtest': None, 'biological_replicate': None, 'technical_replicate': None, 'custom_testfield2_2222222': None, 'sample_id': 'PC6-rep3', 'custom_customnamedjfksdfksdjflajsfjaogojsadogkljsdfgklsjdklgjls': None, 'custom_test123': None, 'custom_hcustom1234': None, 'custom_newhfield': None, 'custom_newsamplehh': None, 'custom_difforg': None, 'custom_custom1': None, 'custom_newtestfield33333': None, 'custom_harsh': None, 'custom_yesdfsd': None, 'custom_tdf3222': None, 'custom_yrdy444': None, 'custom_tesdy4444': None, 'custom_newcustomtest1': None, 'custom_rest': None, 'custom_zest': None, 'custom_z222': None, 'custom_tes3333': None, 'custom_rjb': None, 'custom_yoyoyo222': None, 'custom_gditch': None, 'custom_kb23': None, 'custom_kb22': None, 'custom_pj44': None, 'custom_updatetest': None, 'custom_test22222': None, 'custom_tlucky122': None, 'custom_testcustomlongfieldtestcustomlongfieldnamethatissuperlon': None, 'custom_testnewcustomfield81818': None, 'custom_testnt': None, 'well_location': 'C2', 'control': ''}]

With the msdata and df flags set as True:

sample_project = sdk.get_project(project_id=project_id, msdata=True, df=True)
log(sample_project)

                    id                                 plate_id               sample_name sample_type species description notes               created_by                  created_timestamp                last_modified_by            last_modified_timestamp  user_group sample_receipt_date sample_collection_date condition      plate_name     custom_lasttestfield custom_ttest custom_new_test custom_customaaaaa custom_custom_ab custom_pjtest biological_replicate technical_replicate custom_testfield2_2222222 sample_id custom_customnamedjfksdfksdjflajsfjaogojsadogkljsdfgklsjdklgjls custom_test123 custom_hcustom1234 custom_newhfield custom_newsamplehh custom_difforg custom_custom1 custom_newtestfield33333 custom_harsh custom_yesdfsd custom_tdf3222 custom_yrdy444 custom_tesdy4444 custom_newcustomtest1 custom_rest custom_zest custom_z222 custom_tes3333 custom_rjb custom_yoyoyo222 custom_gditch custom_kb23 custom_kb22 custom_pj44 custom_updatetest custom_test22222 custom_tlucky122
0  829509f0-8a47-11ed-b382-bf440acece26  81608190-8a47-11ed-b382-bf440acece26   PC6-rep3     Plasma     Human     None     None  04936dea-d255-4130-8e82-2f28938a8f9a  2023-01-02T02:45:25.701Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-01-02T02:45:26.863Z    None            None                 None             None    PlateName20230101X         None             None           None             None              None            None             None                 None                   None            PC6-rep3                        None                                          None             None              None              None             None           None                None               None          None           None           None            None                None             None        None        None         None         None          None            None         None        None        None           None             None             None        \
1  828d41c0-8a47-11ed-b382-bf440acece26  81608190-8a47-11ed-b382-bf440acece26   PC6-rep2     Plasma     Human     None     None  04936dea-d255-4130-8e82-2f28938a8f9a  2023-01-02T02:45:25.649Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-01-02T02:45:26.863Z    None            None                 None             None    PlateName20230101X         None             None           None             None              None            None             None                 None                   None            PC6-rep2                        None                                          None             None              None              None             None           None                None               None          None           None           None            None                None             None        None        None         None         None          None            None         None        None        None           None             None             None
2  8294e2e0-8a47-11ed-b382-bf440acece26  81586b40-8a47-11ed-b382-bf440acece26   PC6-rep2     Plasma     Human     None     None  04936dea-d255-4130-8e82-2f28938a8f9a  2023-01-02T02:45:25.700Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-01-02T02:45:26.806Z    None            None                 None             None    PlateName20230101W         None             None           None             None              None            None             None                 None                   None            PC6-rep2                        None                                          None             None              None              None             None           None                None               None          None           None           None            None                None             None        None        None         None         None          None            None         None        None        None           None             None             None
3  8285eec0-8a47-11ed-b382-bf440acece26  81586b40-8a47-11ed-b382-bf440acece26   PC6-rep3     Plasma     Human     None     None  04936dea-d255-4130-8e82-2f28938a8f9a  2023-01-02T02:45:25.602Z  04936dea-d255-4130-8e82-2f28938a8f9a  2023-01-02T02:45:26.753Z    None            None                 None             None    PlateName20230101W         None             None           None             None              None            None             None                 None                   None            PC6-rep3                        None                                          None             None              None              None             None           None                None               None          None           None           None            None                None             None        None        None         None         None          None            None         None        None        None           None             None             None

  custom_testcustomlongfieldtestcustomlongfieldnamethatissuperlon custom_testnewcustomfield81818 custom_testnt well_location control                   ms_data_files
0                        None                                                  None                   None           C2                                   id                        ...
1                        None                                                  None                   None           B2                                   id                        ...
2                        None                                                  None                   None           B2                                   id                        ...
3                        None                                                  None                   None           C2                                   id                        ...

Get Analysis Protocols

Fetches a list of analysis protocols for the authenticated user. If no analysis_id is provided, returns all analysis protocols for the authenticated user. If name (and no analysis_id) is provided, returns the analysis protocol with the given name, provided it exists.

Params

analysis_id: (str, optional) Unique ID of the analysis protocol to be fetched, defaulted to None.
name: (str, optional) Name of the analysis protocol to be fetched, defaulted to None.

Returns

protocols: (list) List of analysis protocol objects for the authenticated user.

Example

analysis_protocols = sdk.get_analysis_protocols()
log(analysis_protocols)

[{'id': 'f17bf010-3d55-11ee-8e2e-d304769e96eb', 'analysis_protocol_name': 'first analysis protocol for DIA - DIANN 1.8.1 - Prefect - MBR', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-08-17T23:29:42.870Z', 'parameter_file_path': 'diann-parameter/first_analysis_protocol_for_DIA_-_DIANN_1.8.1_-_Prefect_-_MBR.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '10', 'analysis_protocol_name': 'first analysis protocol for DIA - DIANN 1.8.1 - Prefect', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': 'c7b78248-d7f3-4379-8a33-64853dc427a9', 'created_timestamp': '2023-08-17T18:50:02.504Z', 'parameter_file_path': 'diann-parameter/diann-20230915.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'system'}, {'id': '5945ddc0-22b5-11ee-886d-551326b21c66', 'analysis_protocol_name': '0714-diann181-libfree-mbr', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-07-15T02:14:37.833Z', 'parameter_file_path': 'diann-parameter/0714-diann181-libfree-mbr.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '41b52240-1097-11ee-872f-67a005725bf1', 'analysis_protocol_name': '0621-diann181-libfree-2', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-22T00:53:52.399Z', 'parameter_file_path': 'diann-parameter/0621-diann181-libfree-2.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': 'fe07d8d0-1096-11ee-872f-67a005725bf1', 'analysis_protocol_name': '0621-diann181-libfree-1', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-22T00:51:58.856Z', 'parameter_file_path': 'diann-parameter/0621-diann181-libfree-1.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '33388e20-1095-11ee-9d34-55c3d3b51c3b', 'analysis_protocol_name': '0621-diann181-libfree', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-22T00:39:09.100Z', 'parameter_file_path': 'diann-parameter/0621-diann181-libfree.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': 'd9091570-0c8c-11ee-a1ca-a9c7a57c746f', 'analysis_protocol_name': '0616-diann181-libfree', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2023-06-16T21:29:17.175Z', 'parameter_file_path': 'diann-parameter/0616-diann181-libfree.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': 'dc61a360-6b77-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'testMSFraggerUpload26', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T21:43:26.142Z', 'parameter_file_path': 'msfragger-parameter/testMSFraggerUpload26.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': 'a7ef1fe0-6b77-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'testMSFraggerUpload25', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T21:41:58.152Z', 'parameter_file_path': 'msfragger-parameter/testMSFraggerUpload25.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': '62438050-6b75-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'MaxQuant (2.1.4.0) - timstof - first analysis protocol22', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T21:25:42.281Z', 'parameter_file_path': 'parameter/MaxQuant_(2.1.4.0)_-_timstof_-_first_analysis_protocol22.xml', 'user_group': None, 'species': 'Human', 'alg_version': '2.1.4.0', 'analysis_engine': 'maxquant', 'scope': 'user'}, {'id': '6dffae30-6b72-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'testMSFraggerUpload24', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T21:04:33.490Z', 'parameter_file_path': 'msfragger-parameter/testMSFraggerUpload24.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': 'a05e3b40-6b71-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'testMSFraggerUpload23', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T20:58:48.503Z', 'parameter_file_path': 'msfragger-parameter/testMSFraggerUpload23.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': '45795750-6b71-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'testMSFraggerUpload22', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T20:56:16.138Z', 'parameter_file_path': 'msfragger-parameter/testMSFraggerUpload22.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': 'bd8595e0-6b69-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'testMSFraggerUpload11', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T20:02:21.659Z', 'parameter_file_path': 'msfragger-parameter/testMSFraggerUpload11.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': '35009550-50a5-11ed-852e-499dd7d996ba', 'analysis_protocol_name': 'Msfragger (3.4)5', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-20T18:30:00.859Z', 'parameter_file_path': 'msfragger-parameter/Msfragger_(3.4)5.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': '37ae7ce0-5019-11ed-814a-15d2c2e0a1a6', 'analysis_protocol_name': 'Msfragger (3.4)4', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-20T01:47:55.842Z', 'parameter_file_path': 'msfragger-parameter/Msfragger_(3.4)4.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': '31899940-4ff0-11ed-a457-7fa9471dbf26', 'analysis_protocol_name': 'Msfragger (3.4)3', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-19T20:54:16.161Z', 'parameter_file_path': 'msfragger-parameter/Msfragger_(3.4)3.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': 'b32c9b30-4fc5-11ed-a457-7fa9471dbf26', 'analysis_protocol_name': 'Msfragger (3.4)1', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-19T15:50:05.327Z', 'parameter_file_path': 'msfragger-parameter/Msfragger_(3.4)1.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': 'a0d3a550-4fc5-11ed-a457-7fa9471dbf26', 'analysis_protocol_name': 'Msfragger (3.4)', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-19T15:49:34.546Z', 'parameter_file_path': 'msfragger-parameter/Msfragger_(3.4).json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}, {'id': 'ec4abb10-48e3-11ed-87be-cdf71665df31', 'analysis_protocol_name': 'dia334444libfreeToLib233', 'analysis_type': 'DIA', 'version_number': '1', 'description': 'hh', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-10T21:38:47.857Z', 'parameter_file_path': 'diann-parameter/dia334444libfreeToLib233.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': 'd87e3800-48e3-11ed-87be-cdf71665df31', 'analysis_protocol_name': '0901-test-041234Test333222', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-10T21:38:14.639Z', 'parameter_file_path': 'diann-parameter/0901-test-041234Test333222.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': 'cb73e6a0-48e3-11ed-87be-cdf71665df31', 'analysis_protocol_name': '0901-test-041234Test333', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-10T21:37:52.761Z', 'parameter_file_path': 'diann-parameter/0901-test-041234Test333.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': 'd8e4e5e0-48df-11ed-87be-cdf71665df31', 'analysis_protocol_name': 'dia334444libfreeToLib2', 'analysis_type': 'DIA', 'version_number': '1', 'description': 'hh', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-10T21:09:37.316Z', 'parameter_file_path': 'diann-parameter/dia334444libfreeToLib2.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': 'cf71ec10-48df-11ed-87be-cdf71665df31', 'analysis_protocol_name': 'dia334444libfreeToLib', 'analysis_type': 'DIA', 'version_number': '1', 'description': 'hh', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-10T21:09:21.462Z', 'parameter_file_path': 'diann-parameter/dia334444libfreeToLib.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': 'bef83d80-48df-11ed-87be-cdf71665df31', 'analysis_protocol_name': 'dia334444', 'analysis_type': 'DIA', 'version_number': '1', 'description': 'hh', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-10T21:08:53.822Z', 'parameter_file_path': 'diann-parameter/dia334444.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '79de7db0-48dd-11ed-87be-cdf71665df31', 'analysis_protocol_name': 'dia334', 'analysis_type': 'DIA', 'version_number': '1', 'description': 'hh', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-10T20:52:38.891Z', 'parameter_file_path': 'diann-parameter/DIANN_Library_Free_-__DIA_Protocol_with_normal_and_XMAnv3.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '7a6e1e10-466d-11ed-b57d-ab39b0733a88', 'analysis_protocol_name': '0901-test-041234', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-10-07T18:25:56.330Z', 'parameter_file_path': 'diann-parameter/0901-test-041234.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '9', 'analysis_protocol_name': 'Msfragger (3.4) - first analysis protocol', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': 'c7b78248-d7f3-4379-8a33-64853dc427a9', 'created_timestamp': '2022-10-07T01:13:34.405Z', 'parameter_file_path': 'msfragger-parameter/msfragger-20221018.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'system'}, {'id': '8', 'analysis_protocol_name': 'MaxQuant (2.1.4.0) - timstof - first analysis protocol', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': 'c7b78248-d7f3-4379-8a33-64853dc427a9', 'created_timestamp': '2022-09-30T04:19:35.141Z', 'parameter_file_path': 'parameter/mqpar_group_timstof_214_20221010.xml', 'user_group': None, 'species': 'Human', 'alg_version': '2.1.4.0', 'analysis_engine': 'maxquant', 'scope': 'system'}, {'id': '7', 'analysis_protocol_name': 'MaxQuant (2.1.4.0) - first analysis protocol', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': 'c7b78248-d7f3-4379-8a33-64853dc427a9', 'created_timestamp': '2022-09-30T04:18:35.512Z', 'parameter_file_path': 'parameter/mqpar_group_214_20220929.xml', 'user_group': None, 'species': 'Human', 'alg_version': '2.1.4.0', 'analysis_engine': 'maxquant', 'scope': 'system'}, {'id': '33fede10-3baf-11ed-9d24-817f9fb5814a', 'analysis_protocol_name': '0923-e', 'analysis_type': 'DIA', 'version_number': '1', 'description': 'A description', 'notes': 'A notes', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-09-24T02:18:39.596Z', 'parameter_file_path': 'dia-parameter/0923-e.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.2.2', 'analysis_engine': 'encyclopedia', 'scope': 'user'}, {'id': 'cdd47fb0-3bad-11ed-9d24-817f9fb5814a', 'analysis_protocol_name': '0923-true', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-09-24T02:08:38.707Z', 'parameter_file_path': 'diann-parameter/0923-true.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '07f79340-3bad-11ed-9f03-f154684731bc', 'analysis_protocol_name': 'libfreetrueTest123', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-09-24T02:03:06.843Z', 'parameter_file_path': 'diann-parameter/libfreetrueTest123.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '902263e0-3bac-11ed-9d24-817f9fb5814a', 'analysis_protocol_name': '0923', 'analysis_type': 'DIA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-09-24T01:59:45.687Z', 'parameter_file_path': 'diann-parameter/0923.json', 'user_group': None, 'species': 'Human', 'alg_version': '1.8.1', 'analysis_engine': 'diann', 'scope': 'user'}, {'id': '6', 'analysis_protocol_name': 'first analysis protocol for DIA - DIANN 1.8.1', 'analysis_type': 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'04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-25T12:01:17.898Z', 'parameter_file_path': 'parameter/gnu_test_protocol_123123123.xml', 'user_group': None, 'species': 'Human', 'alg_version': None, 'analysis_engine': 'maxquant', 'scope': 'user'}, {'id': '0d9c8470-85a9-11ea-b263-4f53f29904f8', 'analysis_protocol_name': 'gnu test protocol 1 test', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-23T21:26:11.261Z', 'parameter_file_path': 'parameter/gnu_test_protocol_1_test.xml', 'user_group': None, 'species': 'Human', 'alg_version': None, 'analysis_engine': 'maxquant', 'scope': 'user'}, {'id': 'aef44df0-74f4-11ea-b445-4fff594df87b', 'analysis_protocol_name': 'gnu test protocol 1', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-02T15:14:44.451Z', 'parameter_file_path': 'parameter/gnu_test_protocol_1.xml', 'user_group': None, 'species': 'Human', 'alg_version': None, 'analysis_engine': 'maxquant', 'scope': 'user'}, {'id': '09b620e0-74f2-11ea-b445-4fff594df87b', 'analysis_protocol_name': 'gnu test protocol', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-02T14:55:48.222Z', 'parameter_file_path': 'parameter/ten_analysis_protocol.xml', 'user_group': None, 'species': 'Human', 'alg_version': None, 'analysis_engine': 'maxquant', 'scope': 'user'}, {'id': 'b72452a0-7453-11ea-bec7-99c439c7fbb9', 'analysis_protocol_name': 'NEEEW PROToCOOOL', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-04-01T20:02:29.228Z', 'parameter_file_path': 'parameter/NEEEEEW_analysis_protocol.xml', 'user_group': None, 'species': 'Human', 'alg_version': None, 'analysis_engine': 'maxquant', 'scope': 'user'}, {'id': '9a646d50-72a3-11ea-8302-c3471c8fa1f7', 'analysis_protocol_name': 'last analysis protocol', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-30T16:29:18.403Z', 'parameter_file_path': 'parameter/last_analysis_protocol.xml', 'user_group': None, 'species': 'Human', 'alg_version': None, 'analysis_engine': 'maxquant', 'scope': 'user'}, {'id': 'aa9ae410-7271-11ea-8302-c3471c8fa1f7', 'analysis_protocol_name': 'second analysis protocol', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2020-03-30T10:31:50.768Z', 'parameter_file_path': 'parameter/second_analysis_protocol.xml', 'user_group': None, 'species': 'Human', 'alg_version': None, 'analysis_engine': 'maxquant', 'scope': 'user'}, {'id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'version_number': '1', 'description': None, 'notes': None, 'created_by': 'c7b78248-d7f3-4379-8a33-64853dc427a9', 'created_timestamp': '2020-02-21T06:16:25.733Z', 'parameter_file_path': 'parameter/mqpar_group_20200820.xml', 'user_group': None, 'species': 'Human', 'alg_version': None, 'analysis_engine': 'maxquant', 'scope': 'system'}]

You can also pass in a specific name to specifically fetch an analysis protocol.

protocol_name = "testMSFraggerUpload26"
sample_analysis_protocol = sdk.get_analysis_protocols(analysis_protocol_name=protocol_name)
log(sample_analysis_protocol)

[{'id': 'dc61a360-6b77-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'testMSFraggerUpload26', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T21:43:26.142Z', 'parameter_file_path': 'msfragger-parameter/testMSFraggerUpload26.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}]

The same can be done for analysis_id.

protocol_id = "dc61a360-6b77-11ed-8ac3-37d35135f08e"
sample_analysis_protocol = sdk.get_analysis_protocols(analysis_protocol_id=protocol_id)
log(sample_analysis_protocol)

[{'id': 'dc61a360-6b77-11ed-8ac3-37d35135f08e', 'analysis_protocol_name': 'testMSFraggerUpload26', 'analysis_type': 'DDA', 'version_number': '1', 'description': '', 'notes': '', 'created_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'created_timestamp': '2022-11-23T21:43:26.142Z', 'parameter_file_path': 'msfragger-parameter/testMSFraggerUpload26.json', 'user_group': None, 'species': 'Human', 'alg_version': '3.4', 'analysis_engine': 'msfragger', 'scope': 'user'}]

Get Analysis

Returns a list of analyses objects for the authenticated user. If no analysis_id is provided, returns all analyses for the authenticated user.

Params

analysis_id: (str, optional) Unique ID of the analysis to be fetched, defaulted to None.

Returns

analyses: (dict) Contains a list of analyses objects for the authenticated user.

Example

analyses = sdk.get_analysis()
log(analyses)

[{'id': 'c80a0260-856e-11ee-b1b7-ff20dde1461b', 'analysis_name': '11172023-dia-test-0419 reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': 'cb053660-a48a-11ea-bcfb-f7528a88c755', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-17T17:28:54.451Z', 'end_time': '2023-11-17T17:49:23.492Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-17T17:28:54.451Z', 'status': 'SUCCEEDED', 'result_folder': 'e46af6a0-7a11-11eb-882e-1719d79479fd/c80a0260-856e-11ee-b1b7-ff20dde1461b/', 'job_id': 'eac28b3d-f6ba-4644-bce6-6007756d9af7', 'user_group': None, 'project_id': 'e46af6a0-7a11-11eb-882e-1719d79479fd', 'number_msdatafile': '5', 'protein_group_count': 827, 'single_protein_group_count': 562, 'possible_protein_set_size': None, 'peptides_count': 8281, 'contains_control': False, 'job_log_stream_name': 'encyclopedia_group/default/3a364a127b5d4cc5acc348d5d1da3b21', 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': 1, 'total_file_size_mb': 5806, 'msdatafile_extensions': '.wiff', 'analysis_protocol_name': 'DIA - first analysis protocol', 'analysis_type': 'DIA', 'plate_id': ['adbc28a0-04ea-11eb-9581-2ddecac39483']}, {'id': 'fd62a3b0-834b-11ee-a7fd-912ae102163f', 'analysis_name': '11142023-1 - 1028-3 reanalysis 333111 reanalysis 44122 reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': '4', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-15T00:14:49.243Z', 'end_time': '2023-11-15T00:59:22.703Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-15T00:14:49.243Z', 'status': 'SUCCEEDED', 'result_folder': 'bdf855d0-9beb-11ea-810d-31caeb439dfe/fd62a3b0-834b-11ee-a7fd-912ae102163f/', 'job_id': 'b94f7dfb-a44e-4df0-9581-fa0ce43eaaf2', 'user_group': None, 'project_id': 'bdf855d0-9beb-11ea-810d-31caeb439dfe', 'number_msdatafile': '6', 'protein_group_count': 775, 'single_protein_group_count': None, 'possible_protein_set_size': None, 'peptides_count': 5514, 'contains_control': False, 'job_log_stream_name': 'proteogenomics_group/default/6efe18275eee455a911f0db0e558a598', 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': 1, 'total_file_size_mb': 3036, 'msdatafile_extensions': '.raw', 'analysis_protocol_name': 'second analysis protocol for proteogenomics', 'analysis_type': 'PROTEOGENOMICS', 'plate_id': ['0bb11350-8ca8-11ea-911b-f9d607852407']}, {'id': 'a8c51390-8334-11ee-a7fd-912ae102163f', 'analysis_name': '11142023-dia-test-0419 reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': 'cb053660-a48a-11ea-bcfb-f7528a88c755', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-14T21:27:48.956Z', 'end_time': '2023-11-14T21:47:39.113Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-14T21:27:48.956Z', 'status': 'SUCCEEDED', 'result_folder': 'e46af6a0-7a11-11eb-882e-1719d79479fd/a8c51390-8334-11ee-a7fd-912ae102163f/', 'job_id': '81bfeb1c-bdba-4adb-9d04-0730b06638a6', 'user_group': None, 'project_id': 'e46af6a0-7a11-11eb-882e-1719d79479fd', 'number_msdatafile': '5', 'protein_group_count': 827, 'single_protein_group_count': 562, 'possible_protein_set_size': None, 'peptides_count': 8281, 'contains_control': False, 'job_log_stream_name': 'encyclopedia_group/default/caadabba7bfa4a42ae950506768d40c1', 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': 1, 'total_file_size_mb': 5806, 'msdatafile_extensions': '.wiff', 'analysis_protocol_name': 'DIA - first analysis protocol', 'analysis_type': 'DIA', 'plate_id': ['adbc28a0-04ea-11eb-9581-2ddecac39483']}, {'id': 'ba780380-8286-11ee-92bf-b558c70162ec', 'analysis_name': '11132023-dia-test-0419 reanalysis reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': 'cb053660-a48a-11ea-bcfb-f7528a88c755', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-14T00:42:46.106Z', 'end_time': '2023-11-14T01:03:36.674Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-14T00:42:46.106Z', 'status': 'SUCCEEDED', 'result_folder': 'e46af6a0-7a11-11eb-882e-1719d79479fd/ba780380-8286-11ee-92bf-b558c70162ec/', 'job_id': '3a0d6cbd-0ec4-498a-a2d7-bca66613c309', 'user_group': None, 'project_id': 'e46af6a0-7a11-11eb-882e-1719d79479fd', 'number_msdatafile': '5', 'protein_group_count': 827, 'single_protein_group_count': 562, 'possible_protein_set_size': None, 'peptides_count': 8281, 'contains_control': False, 'job_log_stream_name': 'encyclopedia_group/default/90bad9354dce49a4b39e643afa521c2c', 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': 1, 'total_file_size_mb': 5806, 'msdatafile_extensions': '.wiff', 'analysis_protocol_name': 'DIA - first analysis protocol', 'analysis_type': 'DIA', 'plate_id': ['adbc28a0-04ea-11eb-9581-2ddecac39483']}, {'id': 'afa44890-8283-11ee-92bf-b558c70162ec', 'analysis_name': '11132023-dia-test-0419 reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': 'cb053660-a48a-11ea-bcfb-f7528a88c755', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-14T00:20:59.457Z', 'end_time': '2023-11-14T00:32:59.002Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-14T00:20:59.457Z', 'status': 'FAILED', 'result_folder': 'e46af6a0-7a11-11eb-882e-1719d79479fd/afa44890-8283-11ee-92bf-b558c70162ec/', 'job_id': 'cd3aacc3-daad-49ca-8985-520ea7766ac3', 'user_group': None, 'project_id': 'e46af6a0-7a11-11eb-882e-1719d79479fd', 'number_msdatafile': '5', 'protein_group_count': None, 'single_protein_group_count': None, 'possible_protein_set_size': None, 'peptides_count': None, 'contains_control': False, 'job_log_stream_name': 'encyclopedia_group/default/7f7fe9a500564046b6789674a0c87db5', 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': 1, 'total_file_size_mb': 5806, 'msdatafile_extensions': '.wiff', 'analysis_protocol_name': 'DIA - first analysis protocol', 'analysis_type': 'DIA', 'plate_id': ['adbc28a0-04ea-11eb-9581-2ddecac39483']}, {'id': '053d7b00-7f5f-11ee-ab53-29e27a34e0ad', 'analysis_name': '11092023-1 - 1028-3 reanalysis 333111 reanalysis 44122 reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': '4', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-10T00:20:58.242Z', 'end_time': '2023-11-10T01:16:54.473Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-10T00:20:58.242Z', 'status': 'SUCCEEDED', 'result_folder': 'bdf855d0-9beb-11ea-810d-31caeb439dfe/053d7b00-7f5f-11ee-ab53-29e27a34e0ad/', 'job_id': 'eb5f9f82-ccfe-4b2e-9f24-e3f45c604471', 'user_group': None, 'project_id': 'bdf855d0-9beb-11ea-810d-31caeb439dfe', 'number_msdatafile': '6', 'protein_group_count': 775, 'single_protein_group_count': None, 'possible_protein_set_size': None, 'peptides_count': 5512, 'contains_control': False, 'job_log_stream_name': 'proteogenomics_group/default/85a5d67977db41ff8df0b70e23b284e3', 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': 1, 'total_file_size_mb': 3036, 'msdatafile_extensions': '.raw', 'analysis_protocol_name': 'second analysis protocol for proteogenomics', 'analysis_type': 'PROTEOGENOMICS', 'plate_id': ['0bb11350-8ca8-11ea-911b-f9d607852407']}, {'id': 'f8839af0-7f5b-11ee-ab53-29e27a34e0ad', 'analysis_name': '11092023 - 1028-3 reanalysis 333111 reanalysis 44122 reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': '4', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-09T23:59:08.392Z', 'end_time': '2023-11-10T00:53:02.824Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-09T23:59:08.392Z', 'status': 'SUCCEEDED', 'result_folder': 'bdf855d0-9beb-11ea-810d-31caeb439dfe/f8839af0-7f5b-11ee-ab53-29e27a34e0ad/', 'job_id': 'e4005438-b24a-4595-a82c-17e06a571be2', 'user_group': None, 'project_id': 'bdf855d0-9beb-11ea-810d-31caeb439dfe', 'number_msdatafile': '6', 'protein_group_count': 774, 'single_protein_group_count': None, 'possible_protein_set_size': None, 'peptides_count': 5515, 'contains_control': False, 'job_log_stream_name': 'proteogenomics_group/default/297205e99a40438bac45bef9e2804abb', 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': 1, 'total_file_size_mb': 3036, 'msdatafile_extensions': '.raw', 'analysis_protocol_name': 'second analysis protocol for proteogenomics', 'analysis_type': 'PROTEOGENOMICS', 'plate_id': ['0bb11350-8ca8-11ea-911b-f9d607852407']}, {'id': '4c5e36a0-7e6a-11ee-af2c-17f7e5f6428b', 'analysis_name': '11082023-testNewCadiallac5544 reanalysis33311', 'description': '', 'notes': '', 'analysis_protocol_id': '9', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-08T19:09:10.817Z', 'end_time': '2023-11-08T19:45:27.860Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-08T19:09:10.817Z', 'status': 'SUCCEEDED', 'result_folder': '70d20020-4b49-11ed-8a1e-f55b5f711358/4c5e36a0-7e6a-11ee-af2c-17f7e5f6428b/', 'job_id': '7e751556-de11-4b16-ba8e-be6a7170438c', 'user_group': None, 'project_id': '70d20020-4b49-11ed-8a1e-f55b5f711358', 'number_msdatafile': '5', 'protein_group_count': 470, 'single_protein_group_count': None, 'possible_protein_set_size': None, 'peptides_count': 4892, 'contains_control': True, 'job_log_stream_name': 'msfragger_group/default/50576414a5754e2983a9b78588537b24', 'contains_sample': False, 'is_folder': False, 'folder_id': None, 'number_sample': 5, 'total_file_size_mb': 2508, 'msdatafile_extensions': '.raw', 'analysis_protocol_name': 'Msfragger (3.4) - first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['056f4460-4b48-11ed-8a1e-f55b5f711358']}, {'id': '18ba7c70-7dc8-11ee-a469-7fd3955885b8', 'analysis_name': '11072023-testNewCadiallac5544 reanalysis33311 reanalysis reanalysis reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': '9', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-11-07T23:48:05.699Z', 'end_time': '2023-11-08T00:17:44.140Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-11-07T23:48:05.699Z', 'status': 'SUCCEEDED', 'result_folder': '70d20020-4b49-11ed-8a1e-f55b5f711358/18ba7c70-7dc8-11ee-a469-7fd3955885b8/', 'job_id': '1a25bdcb-32be-4387-927c-34e2e6fe5907', 'user_group': None, 'project_id': '70d20020-4b49-11ed-8a1e-f55b5f711358', 'number_msdatafile': '5', 'protein_group_count': 470, 'single_protein_group_count': None, 'possible_protein_set_size': None, 'peptides_count': 4892, 'contains_control': True, 'job_log_stream_name': 'msfragger_group/default/5a7fabc6ff884232b2614efdc6a50bd4', 'contains_sample': False, 'is_folder': False, 'folder_id': None, 'number_sample': 5, 'total_file_size_mb': 2508, 'msdatafile_extensions': '.raw', 'analysis_protocol_name': 'Msfragger (3.4) - first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['056f4460-4b48-11ed-8a1e-f55b5f711358']}, {'id': '4f5153b0-782f-11ee-a40c-8353f2bd2100', 'analysis_name': '0915-maxquant test reanalysis reanalysis reanalysis 1 reanalysis', 'description': '', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-10-31T20:51:48.522Z', 'end_time': '2023-10-31T21:36:01.783Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-10-31T20:51:48.522Z', 'status': 'SUCCEEDED', 'result_folder': 'ffac3710-77e3-11eb-a3ca-191ed4aa4920/4f5153b0-782f-11ee-a40c-8353f2bd2100/', 'job_id': '143fa84f-f8b7-4671-a34d-51baf6ba045f', 'user_group': None, 'project_id': 'ffac3710-77e3-11eb-a3ca-191ed4aa4920', 'number_msdatafile': '1', 'protein_group_count': 214, 'single_protein_group_count': None, 'possible_protein_set_size': None, 'peptides_count': 1939, 'contains_control': True, 'job_log_stream_name': 'maxquant_group/default/8ed324f33b314385b8ecedd09f3b9d85', 'contains_sample': False, 'is_folder': False, 'folder_id': None, 'number_sample': 1, 'total_file_size_mb': 440, 'msdatafile_extensions': '.raw', 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['013e6fd0-77e4-11eb-a3ca-191ed4aa4920']}, {'id': 'd009ed80-7773-11ee-a053-29803659e9e0', 'analysis_name': '10-30-EXP20028_MQ2140_TEST reanalysis', 'description': 'Do not delete!!!', 'notes': '', 'analysis_protocol_id': '8', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2023-10-30T22:29:39.234Z', 'end_time': '2023-10-31T05:34:42.621Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2023-10-30T22:29:39.234Z', 'status': 'SUCCEEDED', 'result_folder': 'f41f9350-40e2-11ed-b947-4b599946a205/d009ed80-7773-11ee-a053-29803659e9e0/', 'job_id': '549c9aff-8530-4217-be7c-061a5be13986', 'user_group': None, 'project_id': 'f41f9350-40e2-11ed-b947-4b599946a205', 'number_msdatafile': '35', 'protein_group_count': 335, 'single_protein_group_count': None, 'possible_protein_set_size': None, 'peptides_count': 1738, 'contains_control': False, 'job_log_stream_name': 'maxquant_214_group/default/5eb08776eaab467aac3d3be9d3b72a83', 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': 7, 'total_file_size_mb': 41874, 'msdatafile_extensions': '.d', 'analysis_protocol_name': 'MaxQuant (2.1.4.0) - timstof - first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['a3b33250-40e2-11ed-b947-4b599946a205']}, {'id': '8354e4a0-7772-11ee-a053-29803659e9e0', 'analysis_name': '10-30-mq2000- 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FOR CONTROLS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-07-09T16:40:29.888Z', 'end_time': '2020-07-09T17:14:09.831Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-07-09T16:43:18.185Z', 'status': 'SUCCEEDED', 'result_folder': '98589e70-b333-11ea-9314-b91e94c42317/e614afe0-c202-11ea-aa5e-f91e23dc2f1b/', 'job_id': None, 'user_group': None, 'project_id': '98589e70-b333-11ea-9314-b91e94c42317', 'number_msdatafile': '1', 'protein_group_count': 178, 'single_protein_group_count': 110, 'possible_protein_set_size': 210, 'peptides_count': 2042, 'contains_control': True, 'job_log_stream_name': None, 'contains_sample': False, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['3a910cf0-b333-11ea-9314-b91e94c42317']}, {'id': 'd3d770e0-c169-11ea-a1e5-49605024bf10', 'analysis_name': 'july 8 test 2', 'description': '', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-07-08T22:24:51.389Z', 'end_time': '2020-07-09T00:37:10.104Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-07-08T22:24:51.389Z', 'status': 'SUCCEEDED', 'result_folder': '7e9dcb20-a4f3-11ea-bcfb-f7528a88c754/d3d770e0-c169-11ea-a1e5-49605024bf10/', 'job_id': '0111de59-a877-4683-920e-c6cd73f9f944', 'user_group': None, 'project_id': '7e9dcb20-a4f3-11ea-bcfb-f7528a88c754', 'number_msdatafile': '10', 'protein_group_count': 1335, 'single_protein_group_count': 1109, 'possible_protein_set_size': 1481, 'peptides_count': 9873, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['61ca0860-a4f3-11ea-bcfb-f7528a88c754']}, {'id': 'ee4e9e70-c147-11ea-9d07-c519e1256231', 'analysis_name': 'july 8', 'description': '', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-07-08T18:22:09.191Z', 'end_time': '2020-07-08T20:07:34.618Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-07-08T18:22:09.191Z', 'status': 'SUCCEEDED', 'result_folder': '7e9dcb20-a4f3-11ea-bcfb-f7528a88c754/ee4e9e70-c147-11ea-9d07-c519e1256231/', 'job_id': '0cba4344-225d-4004-8719-23e25bc148b5', 'user_group': None, 'project_id': '7e9dcb20-a4f3-11ea-bcfb-f7528a88c754', 'number_msdatafile': '10', 'protein_group_count': 1335, 'single_protein_group_count': 1109, 'possible_protein_set_size': 1481, 'peptides_count': 9873, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['61ca0860-a4f3-11ea-bcfb-f7528a88c754']}, {'id': '82ed2400-a854-11ea-9517-15e1b6952d2e', 'analysis_name': 'EXP20028 36 samples - NEW', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-06-07T00:19:11.549Z', 'end_time': '2020-06-07T09:27:35.568Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-07T00:19:11.549Z', 'status': 'SUCCEEDED', 'result_folder': 'bdf855d0-9beb-11ea-810d-31caeb439dfe/82ed2400-a854-11ea-9517-15e1b6952d2e/', 'job_id': '354be2ab-674c-4b90-b386-b52b9631379e', 'user_group': None, 'project_id': 'bdf855d0-9beb-11ea-810d-31caeb439dfe', 'number_msdatafile': '36', 'protein_group_count': 1948, 'single_protein_group_count': 1683, 'possible_protein_set_size': 2084, 'peptides_count': 14947, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['0bb11350-8ca8-11ea-911b-f9d607852407']}, {'id': 'd623e510-a853-11ea-9517-15e1b6952d2e', 'analysis_name': 'EXP20028 1 sample - NEW', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-06-07T00:14:21.667Z', 'end_time': '2020-06-07T01:56:17.042Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-07T00:14:21.667Z', 'status': 'SUCCEEDED', 'result_folder': 'bdf855d0-9beb-11ea-810d-31caeb439dfe/d623e510-a853-11ea-9517-15e1b6952d2e/', 'job_id': 'c65db5dd-dd2e-44bb-9c8d-45f2e708c445', 'user_group': None, 'project_id': 'bdf855d0-9beb-11ea-810d-31caeb439dfe', 'number_msdatafile': '6', 'protein_group_count': 1594, 'single_protein_group_count': 1358, 'possible_protein_set_size': 1725, 'peptides_count': 10502, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['0bb11350-8ca8-11ea-911b-f9d607852407']}, {'id': '87ae23f0-a853-11ea-9517-15e1b6952d2e', 'analysis_name': 'EXP20028 15 samples NEW ', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-06-07T00:12:13.299Z', 'end_time': '2020-06-07T22:06:20.357Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-07T00:12:13.299Z', 'status': 'SUCCEEDED', 'result_folder': 'bdf855d0-9beb-11ea-810d-31caeb439dfe/87ae23f0-a853-11ea-9517-15e1b6952d2e/', 'job_id': 'b6c2e662-679e-42ce-88ac-6e059cb398fe', 'user_group': None, 'project_id': 'bdf855d0-9beb-11ea-810d-31caeb439dfe', 'number_msdatafile': '90', 'protein_group_count': 2331, 'single_protein_group_count': 2063, 'possible_protein_set_size': 2468, 'peptides_count': 18370, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['0bb11350-8ca8-11ea-911b-f9d607852407']}, {'id': '36307a00-a853-11ea-9517-15e1b6952d2e', 'analysis_name': 'EXP20028_0602\tNEW', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-06-07T00:09:54.280Z', 'end_time': '2020-06-08T00:13:22.792Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-07T00:09:54.280Z', 'status': 'SUCCEEDED', 'result_folder': '7e9dcb20-a4f3-11ea-bcfb-f7528a88c754/36307a00-a853-11ea-9517-15e1b6952d2e/', 'job_id': 'fee93c95-8c37-4508-9a3a-927ad0fec235', 'user_group': None, 'project_id': '7e9dcb20-a4f3-11ea-bcfb-f7528a88c754', 'number_msdatafile': '96', 'protein_group_count': 2319, 'single_protein_group_count': 2050, 'possible_protein_set_size': 2459, 'peptides_count': 18496, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['61ca0860-a4f3-11ea-bcfb-f7528a88c754']}, {'id': '00425a60-a850-11ea-b3d7-0171d11d0807', 'analysis_name': 'EXP19044 - 4 SAMPLE - NEW', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-06-06T23:46:54.360Z', 'end_time': '2020-06-07T03:23:30.614Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-06T23:46:54.360Z', 'status': 'SUCCEEDED', 'result_folder': '2d89db50-805b-11ea-a3cb-5341c25962a0/00425a60-a850-11ea-b3d7-0171d11d0807/', 'job_id': '1c7dcdb9-21fe-47a3-9f9c-5326cc9662b2', 'user_group': None, 'project_id': '2d89db50-805b-11ea-a3cb-5341c25962a0', 'number_msdatafile': '20', 'protein_group_count': 3641, 'single_protein_group_count': 3184, 'possible_protein_set_size': 3878, 'peptides_count': 32274, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['f99db660-7d5b-11ea-9d8d-0f4f8fc92569']}, {'id': 'e72d7460-a84f-11ea-b3d7-0171d11d0807', 'analysis_name': 'EXP19044 - 3 SAMPLE - NEW', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-06-06T23:46:12.279Z', 'end_time': '2020-06-07T02:06:10.476Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-06T23:46:12.279Z', 'status': 'SUCCEEDED', 'result_folder': '2d89db50-805b-11ea-a3cb-5341c25962a0/e72d7460-a84f-11ea-b3d7-0171d11d0807/', 'job_id': '9d60afff-43e5-4729-85d4-06aaec40c8d8', 'user_group': None, 'project_id': '2d89db50-805b-11ea-a3cb-5341c25962a0', 'number_msdatafile': '15', 'protein_group_count': 3450, 'single_protein_group_count': 3020, 'possible_protein_set_size': 3676, 'peptides_count': 28368, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['f99db660-7d5b-11ea-9d8d-0f4f8fc92569']}, {'id': 'caf94d00-a84f-11ea-b3d7-0171d11d0807', 'analysis_name': 'EXP19044 - 2 SAMPLE - NEW', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-06-06T23:45:24.965Z', 'end_time': '2020-06-07T01:40:15.396Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-06T23:45:24.965Z', 'status': 'SUCCEEDED', 'result_folder': '2d89db50-805b-11ea-a3cb-5341c25962a0/caf94d00-a84f-11ea-b3d7-0171d11d0807/', 'job_id': '349d340f-043f-48fc-82d7-d4af0f6a06bd', 'user_group': None, 'project_id': '2d89db50-805b-11ea-a3cb-5341c25962a0', 'number_msdatafile': '10', 'protein_group_count': 3098, 'single_protein_group_count': 2702, 'possible_protein_set_size': 3317, 'peptides_count': 23284, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None, 'analysis_protocol_name': 'first analysis protocol', 'analysis_type': 'DDA', 'plate_id': ['f99db660-7d5b-11ea-9d8d-0f4f8fc92569']}]

You can also pass in a specific analysis_id to specifically fetch an analysis.

analysis_id = "00425a60-a850-11ea-b3d7-0171d11d0807"
sample_analysis = sdk.get_analysis(analysis_id)
log(sample_analysis)

[{'id': '00425a60-a850-11ea-b3d7-0171d11d0807', 'analysis_name': 'EXP19044 - 4 SAMPLE - NEW', 'description': 'DO NOT DELETE - FOR VISUALS', 'notes': '', 'analysis_protocol_id': 'b07d70f0-5471-11ea-90e8-6743ed53f19f', 'analyzed_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'start_time': '2020-06-06T23:46:54.360Z', 'end_time': '2020-06-07T03:23:30.614Z', 'last_modified_by': '04936dea-d255-4130-8e82-2f28938a8f9a', 'last_modified_timestamp': '2020-06-06T23:46:54.360Z', 'status': 'SUCCEEDED', 'result_folder': '2d89db50-805b-11ea-a3cb-5341c25962a0/00425a60-a850-11ea-b3d7-0171d11d0807/', 'job_id': '1c7dcdb9-21fe-47a3-9f9c-5326cc9662b2', 'user_group': None, 'project_id': '2d89db50-805b-11ea-a3cb-5341c25962a0', 'number_msdatafile': '20', 'protein_group_count': 3641, 'single_protein_group_count': 3184, 'possible_protein_set_size': 3878, 'peptides_count': 32274, 'contains_control': False, 'job_log_stream_name': None, 'contains_sample': True, 'is_folder': False, 'folder_id': None, 'number_sample': None, 'total_file_size_mb': None, 'msdatafile_extensions': None}]

Get Analysis Result

Given an analysis_id, this function returns all relevant analysis data files in form of DataFrames, if the input is valid and the analysis has succeeded.

In case the analysis has failed for the given analysis_id, the function will return a ValueError.

Params

analysis_id: (str) Unique ID of the analysis for which the data is to be fetched.
download_path: (str, optional) String flag denoting where the user wants the files downloaded. Can be local or absolute as long as the path is valid. Defaults to an empty string.

Returns

links: (dict) Contains DataFrame objects for the analysis_id, given that the analysis has been complete.

Example

If you want the result as DataFrame objects:

analysis_id = "ddff8c40-0493-11ee-bd19-a77197cd1a6b"
analysis_data = sdk.get_analysis_result(analysis_id)
log_df(analysis_data)

{'peptide_np':                   File Name                     Sample Name     Plate ID Well Nanoparticle   Peptide    Intensity (Log10)  Normalized Intensity (Log10) Protein Group
0  EXP19044_X4533_A_Orbitrap-1_2ug_60min.raw  Test-Sample-112A  EXP19044  B2     SP-0334      FCADCQSK        7.528                   -0.957                    Q8WU79
1  EXP19044_X4534_A_Orbitrap-1_2ug_60min.raw  Test-Sample-112A  EXP19044  B1     SP-0333      FCADCQSK        7.477                   -0.835                    Q8WU79
2  EXP19044_X4533_A_Orbitrap-1_2ug_60min.raw  Test-Sample-112A  EXP19044  B2     SP-0334     FCLSAAHTK        7.873                   -0.613                    O15270
3  EXP19044_X4534_A_Orbitrap-1_2ug_60min.raw  Test-Sample-112A  EXP19044  B1     SP-0333     FCLSAAHTK        7.442                   -0.870                    O15270
4  EXP19044_X4533_A_Orbitrap-1_2ug_60min.raw  Test-Sample-112A  EXP19044  B2     SP-0334    FCIWTESAFR        8.963                    0.478             P36578;H3BM89, 'peptide_panel':      Sample Name     Plate ID    Peptide      Intensity (Log10)  Normalized Intensity (Log10)        Protein Group        MaxRepresentation NP
0  Test-Sample-112A  EXP19044       FCADCQSK        7.528                   -0.823                                 Q8WU79        SP-0334
1  Test-Sample-112A  EXP19044      FCLSAAHTK        7.873                   -0.478                                 O15270        SP-0334
2  Test-Sample-112A  EXP19044     FCIWTESAFR        8.398                    0.047                          P36578;H3BM89        SP-0333
3  Test-Sample-111A  EXP19044     FCIWTESAFR        8.657                    0.192                          P36578;H3BM89        SP-0333
4  Test-Sample-112A  EXP19044  FCFSNEFSTFTHK        8.810                    0.459             A0A0A6YYA0;Q86XR7-2;Q9Y3B3        SP-0333      , 'protein_np':                       File Name                         Sample Name     Plate ID Well Nanoparticle Protein Group  Intensity (Log10)  Normalized Intensity (Log10)                   Protein Names                    Gene Names Biological Process Molecular Function Cellular Component
0          EXP19044_X4534_A_Orbitrap-1_2ug_60min.raw  Test-Sample-112A  EXP19044  B1     SP-0333      P56181-2          8.698                    0.030             Isoform of P56181, Isoform 2 of NADH dehydroge...   NDUFV3           NaN                NaN                NaN
1          EXP19044_X4533_A_Orbitrap-1_2ug_60min.raw  Test-Sample-112A  EXP19044  B2     SP-0334      P56181-2          8.294                   -0.525             Isoform of P56181, Isoform 2 of NADH dehydroge...   NDUFV3           NaN                NaN                NaN
2  EXP19044_X4541_A_Orbitrap-1_2ug_60min_20190829...  Test-Sample-110A  EXP19044  A4     SP-0336      P56181-2          8.780                   -0.156             Isoform of P56181, Isoform 2 of NADH dehydroge...   NDUFV3           NaN                NaN                NaN
3  EXP19044_X4540_A_Orbitrap-1_2ug_60min_20190829...  Test-Sample-110A  EXP19044  A5     SP-0337      P56181-2          8.867                    0.137             Isoform of P56181, Isoform 2 of NADH dehydroge...   NDUFV3           NaN                NaN                NaN
4  EXP19044_X4544_A_Orbitrap-1_2ug_60min_20190829...  Test-Sample-110A  EXP19044  A3     SP-0335      P56181-2          9.837                    0.992             Isoform of P56181, Isoform 2 of NADH dehydroge...   NDUFV3           NaN                NaN                NaN       , 'protein_panel':      Sample Name     Plate ID Protein Group  Intensity (Log10)  Normalized Intensity (Log10)                   Protein Names                    Gene Names MaxRepresentation NP       Biological Process                      Molecular Function                                 Cellular Component
0  Test-Sample-112A  EXP19044    P56181-2          8.294                   -0.418             Isoform of P56181, Isoform 2 of NADH dehydroge...   NDUFV3          SP-0334                                 NaN                                                NaN                                                NaN
1  Test-Sample-110A  EXP19044    P56181-2          9.721                    1.013             Isoform of P56181, Isoform 2 of NADH dehydroge...   NDUFV3          SP-0334                                 NaN                                                NaN                                                NaN
2  Test-Sample-111A  EXP19044    P56181-2          8.819                    0.108             Isoform of P56181, Isoform 2 of NADH dehydroge...   NDUFV3          SP-0334                                 NaN                                                NaN                                                NaN
3  Test-Sample-112A  EXP19044      P56182          8.189                   -0.524                  Ribosomal RNA processing protein 1 homolog A     RRP1          SP-0334        rRNA processing [GO:0006364]  RNA binding [GO:0003723]; protein binding [GO:...  chromosome [GO:0005694]; nucleolus [GO:0005730...
4  Test-Sample-110A  EXP19044      P56182          8.103                   -0.605                  Ribosomal RNA processing protein 1 homolog A     RRP1          SP-0334        rRNA processing [GO:0006364]  RNA binding [GO:0003723]; protein binding [GO:...  chromosome [GO:0005694]; nucleolus [GO:0005730...}

If you want the resulting CSV downloaded to the local directory:

analysis_data = sdk.get_analysis_result(analysis_id, download_path="/Users/ajolly/Desktop/seer-sdk")
log(analysis_data)

{'status': 'Download complete.'}

The file will be stored in downloads/ in the user-specified path under the unique analysis_id you entered.

Add Project

Creates a new project with a given project_name and a list containing project_id strings.

Params

project_name: (str) Name of the project.
plate_ids: (list[str]) List of the plate ids to be added to the project.
description: (str, optional) Description of the project.
notes: (str, optional) Notes for the project.
space: (str, optional) Space where the object is contained. Defaults to the space of the user who is creating the project (or None).

Returns

res: (dict) A dictionary containing the status of the request if succeeded.

Example

project_name = "test_project"
plate_ids = ["9872e3f0-544e-11ea-ad9e-1991e0725494", "5b05d440-6610-11ea-96e3-d5a4dab4ebf6"]
log(sdk.add_project(project_name, plate_ids))

{'status': 'Project started with id = 12a987d0-87d8-11ee-b03f-27a54e8c1798'}

Analysis Complete

Returns the status of the analysis with the given analysis_id.

Params

analysis_id: (str) Unique ID of the analysis.

Returns

res: (dict) A dictionary containing the status of the analysis.

Example

analysis_id = "ddff8c40-0493-11ee-bd19-a77197cd1a6b"
log(sdk.analysis_complete(analysis_id))

{'status': 'SUCCEEDED'}

Add Plate

Add a plate given a list of ms_data_files, plate_map_file, plate_id, plate_name, sample_description_file and space.

Params

ms_data_files: (list[str]) List of MS Data files.
plate_map_file: (str or PlateMap object) The plate map file path or PlateMap object.
plate_id: (str) The plate ID. Must be unique.
plate_name: (str) The plate name.
sample_description_file: (str, optional) Path to the sample description file which adds more detail to samples.
space: (str, optional) Space where the plate is contained. Defaults to the space of the user who is creating the project (or None).

Returns

res: (dict) A dictionary containing the status of the request if succeeded.

Example

data_file_locations = ["testing/AgamSDKTest1.raw", "testing/AgamSDKTest2.raw"]
plate_map_location = "testing/AgamSDKPlateMapATest.csv"
sample_plate_id= "unique223id"
sample_plate_name = "some_plate_name" 

log(sdk.add_plate(data_file_locations, plate_map_location, sample_plate_id, sample_plate_name))

{'message': "Plate generated with id: '147a7740-87d8-11ee-b03f-27a54e8c1798'"}

Alternatively, instead of the plate_map_location, we could use the PlateMap object:

generated_plate_map_file = PlateMap(
    ms_file_name =["AgamSDKTest1.raw", "AgamSDKTest2.raw"],
    sample_name = ["A111", "A112"], 
    sample_id = ["A111", "A112"], 
    well_location = ["C11", "D11"], 
    nanoparticle = ["NONE"], 
    nanoparticle_id = ["NONE"], 
    control = ["MPE Control"], 
    control_id = ["MPE Control"], 
    sample_volume = [20], 
    peptide_concentration = [59.514], 
    peptide_mass_sample = [8.57], 
    dilution_factor = [1], 
    plate_id = ["A11", "A11"], 
    plate_name = ["A11", "A11"] 
)

log(sdk.add_plate(data_file_locations, generated_plate_map_file, sample_plate_id, sample_plate_name))

{'message': "Plate generated with id: '1f40cc10-87d8-11ee-b03f-27a54e8c1798'"}

Similarly, you could specify a sample_description_file that would specify more parameters for all samples uploaded.

data_file_locations = ["testing/AgamSDKTest1.raw", "testing/AgamSDKTest2.raw"]
plate_map_location = "testing/AgamSDKPlateMapATest.csv"
sample_description_file = "testing/AgamSDKSampleDesc.csv"
sample_plate_id= "unique2123id"
sample_plate_name = "some_plate_name" 

log(sdk.add_plate(data_file_locations, plate_map_location, sample_plate_id, sample_plate_name, sample_description_file))

{'message': "Plate generated with id: '147a7740-87d8-11ee-b03f-27a54e8c1798'"}

Upload MS Data Files

Upload MS data files to the PAS backend.

Params

ms_data_files: (list[str]) List of MS Data files.
path: (str, optional) Path to upload the files to in the S3, defaulted to an empty string. Should not contain trailing slashes.
space: (str, optional) ID of the user group to which the files belongs, defaulted to None.

Returns

res: (dict) Contains message whether the files were uploaded or not.

Example

data_file_locations = ["testing/AgamSDKTest1.raw", "testing/AgamSDKTest2.raw"]

log(sdk.upload_ms_data_files(data_file_locations))

{'message': 'Files uploaded successfully.'}

Download Analysis Files

Download a specific analysis file from the backend given an analysis_id to the specified download_path.

If no download_path is specified or the download_path is invalid, the file will be downloaded to the current working directory.

If no file_name is specified, all files for the analysis will be downloaded.

Params

analysis_id : (str) ID of the analysis to download.
download_path : (str, optional) Path to download the analysis file to, defaulted to current working directory.
file_name : (str, optional) Name of the analysis file to download, defaulted to None.

Returns

(dict) Message containing whether the file was downloaded or not.

Example

analysis_id = "dd4314d0-22b5-11ee-b604-61b98afbb084"
download_path = "agamjolly/something"

log(sdk.download_analysis_files(analysis_id, download_path=download_path))

The path "agamjolly/something" you specified does not exist, was either invalid or not absolute.

Downloading files to "/Users/ajolly/Desktop/seer-sdk/downloads/dd4314d0-22b5-11ee-b604-61b98afbb084"

Downloading 0714-diann181-libfree-mbr.json
Finished downloading 0714-diann181-libfree-mbr.json

Downloading diann.log
Finished downloading diann.log

Downloading lib.tsv.predicted.speclib
Finished downloading lib.tsv.predicted.speclib

Downloading DIANN.unique_genes_matrix.tsv
Finished downloading DIANN.unique_genes_matrix.tsv

Downloading lib.tsv.20230714213654
Finished downloading lib.tsv.20230714213654

Downloading lib.tsv.20230714213654.speclib
Finished downloading lib.tsv.20230714213654.speclib

Downloading DIANN-first-pass.unique_genes_matrix.tsv
Finished downloading DIANN-first-pass.unique_genes_matrix.tsv

Downloading DIANN.gg_matrix.tsv
Finished downloading DIANN.gg_matrix.tsv

Downloading DIANN.log.txt
Finished downloading DIANN.log.txt

Downloading DIANN.pg_matrix.tsv
Finished downloading DIANN.pg_matrix.tsv

Downloading DIANN.pr_matrix.tsv
Finished downloading DIANN.pr_matrix.tsv

Downloading DIANN.stats.tsv
Finished downloading DIANN.stats.tsv

Downloading DIANN.tsv
Finished downloading DIANN.tsv

Downloading DIANN-first-pass.gg_matrix.tsv
Finished downloading DIANN-first-pass.gg_matrix.tsv

Downloading DIANN-first-pass.pg_matrix.tsv
Finished downloading DIANN-first-pass.pg_matrix.tsv

Downloading DIANN-first-pass.pr_matrix.tsv
Finished downloading DIANN-first-pass.pr_matrix.tsv

Downloading DIANN-first-pass.stats.tsv
Finished downloading DIANN-first-pass.stats.tsv

Downloading DIANN-first-pass.tsv
Finished downloading DIANN-first-pass.tsv

Downloading EXP22006_2022ms0031bX26_B_BB4_1_4772.d.quant
Finished downloading EXP22006_2022ms0031bX26_B_BB4_1_4772.d.quant

Downloading EXP22006_2022ms0031bX26_B_BB4_1_4772/0714-diann181-libfree-mbr.json
Finished downloading 0714-diann181-libfree-mbr.json

Downloading EXP22006_2022ms0031bX26_B_BB4_1_4772/diann.log
Finished downloading diann.log

Downloading EXP22006_2022ms0031bX25_B_BA4_1_4768.d.quant
Finished downloading EXP22006_2022ms0031bX25_B_BA4_1_4768.d.quant

Downloading EXP22006_2022ms0031bX25_B_BA4_1_4768/0714-diann181-libfree-mbr.json
Finished downloading 0714-diann181-libfree-mbr.json

Downloading EXP22006_2022ms0031bX25_B_BA4_1_4768/diann.log
Finished downloading diann.log

Downloading EXP20004_2020ms0007X11_A.mzML.quant
Finished downloading EXP20004_2020ms0007X11_A.mzML.quant

Downloading EXP20004_2020ms0007X11_A/0714-diann181-libfree-mbr.json
Finished downloading 0714-diann181-libfree-mbr.json

Downloading EXP20004_2020ms0007X11_A/diann.log
Finished downloading diann.log

{'message': 'Files downloaded successfully to /Users/ajolly/Desktop/seer-sdk/downloads/dd4314d0-22b5-11ee-b604-61b98afbb084'}

List MS Data Files

Lists all the MS data files in the given folder as long as the folder path passed in the params is valid.

Params

folder : (str, optional) Folder path to list the files from. Defaults to an empty string and displays all files for the user.
space : (str, optional) ID of the user group to which the files belong, defaulted to None.

Returns

(list) Contains the list of files in the folder.

Example

folder_path = "2bbdac30-66f7-11ee-abb2-359a84c72f54/20231009225707449"
log(sdk.list_ms_data_files(folder_path))

['2bbdac30-66f7-11ee-abb2-359a84c72f54/20231009225707449/plateMap_2bbdac30-66f7-11ee-abb2-359a84c72f54.csv', '2bbdac30-66f7-11ee-abb2-359a84c72f54/20231009225707449/AgamSDKTest1.raw', '2bbdac30-66f7-11ee-abb2-359a84c72f54/20231009225707449/AgamSDKTest2.raw']

If the folder path is invalid, the result is an empty list.

folder_path = "some/invalid/path"
log(sdk.list_ms_data_files(folder_path))

[]

Download MS Data Files

Downloads all MS data files for paths passed in the params to the specified download_path.

If no download_path is specified or the download_path is invalid, the file will be downloaded to the current working directory.

Params

paths : (list[str]) List of paths to download.
download_path : (str) Path to download the analysis file to, defaulted to current working directory.
space : (str, optional) ID of the user group to which the file belongs, defaulted to None.

Returns

(dict) Message containing whether the file was downloaded or not.

Example

download_paths = ["2bbdac30-66f7-11ee-abb2-359a84c72f54/20231009225707449/AgamSDKTest1.raw", "2bbdac30-66f7-11ee-abb2-359a84c72f54/20231009225707449/AgamSDKTest2.raw"]

log(sdk.download_ms_data_files(paths=download_paths, download_path="testing/"))

Downloading files to "testing"

Downloading AgamSDKTest1.raw
Finished downloading AgamSDKTest1.raw

Downloading AgamSDKTest2.raw
Finished downloading AgamSDKTest2.raw

{'message': 'Files downloaded successfully to testing'}

Link Plate

Links existing MS data files to user uploaded files to create a new plate. Functionally, this acts the same way as add_plate, except this takes in files that already exist on the backend.

Params

ms_data_files: (list[str]) Path to MS data files on the PAS backend or the S3 bucket.
plate_map_file: (str or PlateMap object) Path to the plate map file, or PlateMap object to be linked.
plate_id: (str) The plate ID. Must be unique.
plate_name: (str) The plate name.
sample_description_file: (str, optional) Path to the sample description file which adds more detail to samples.
space: (str, optional) Space where the plate is contained. Defaults to the space of the user who is creating the project (or None).

Returns

(dict) Contains the message whether the plate was linked or not.

Example

ms_data_file_locations = ["147a7740-87d8-11ee-b03f-27a54e8c1798/20231120190742420/AgamSDKTest1.raw", "147a7740-87d8-11ee-b03f-27a54e8c1798/20231120190742420/AgamSDKTest2.raw"]
plate_map_location = "testing/AgamSDKPlateMapATest.csv"
sample_plate_id= "some_unique_id23"
sample_plate_name = "linked_plate_name" 

log(sdk.link_plate(ms_data_file_locations, plate_map_location, sample_plate_id, sample_plate_name))

Group Analysis Results

Returns the group analysis data for given analysis_id (provided it is valid and the group analysis has been successful) and box_plot config info.

Params

analysis_id: (str) The analysis ID.
box_plot: (dict) The box plot configuration needed for the analysis, defaulted to None. Contains feature_type (“protein” or “peptide”) and feature_ids (comma separated list of feature IDs) keys.

Returns

res: (dict) A dictionary containing the group analysis data.

Example

When no box_plotconfig info is specified, the results are as follows. Notice that there is no box plot key in the result dictionary.

group_analysis_id = "c4089c00-16ab-11ec-b589-634014ca2005"
log(sdk.group_analysis_results(group_analysis_id))

However when valid box plot information is declared as below, the result will contain a box_plot key.

box_plot_info = {
    "feature_type": "protein",
    "feature_ids": ["Q96RL7-2"]
}
log(sdk.group_analysis_results(group_analysis_id, box_plot_info))

Installation

Usage

Configuration

Instantiation

PlateMap Object

[Optional] Logging

Examples

Get Spaces

Params

Returns

Example

Get Plate Metadata

Params

Returns

Example

Get Plate

Params

Returns

Example

Get MS Data

Params

Returns

Example

Get Project Metadata

Params

Returns

Example

Get Project

Params

Returns

Example

Get Analysis Protocols

Params

Returns

Example

Get Analysis

Params

Returns

Example

Get Analysis Result

Params

Returns

Example

Add Project

Params

Returns

Example

Analysis Complete

Params

Returns

Example

Add Plate

Params

Returns

Example

Upload MS Data Files

Params

Returns

Example

Download Analysis Files

Params

Returns

Example

List MS Data Files

Params

Returns

Example

Download MS Data Files

Params

Returns

Example

Link Plate

Params

Returns

Example

Group Analysis Results

Params

Returns

Example

`PlateMap` Object