From fc51fd2f5243292dfed21d084d2ed6e060f4c13e Mon Sep 17 00:00:00 2001
From: Koen van der Veen <koenlennartvanderveen@gmail.com>
Date: Thu, 11 Jan 2024 15:19:35 +0100
Subject: [PATCH 1/9] fix seaweed image

---
 packages/grid/default.env                    | 2 +-
 packages/grid/seaweedfs/seaweedfs.dockerfile | 2 +-
 packages/grid/seaweedfs/start.sh             | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/packages/grid/default.env b/packages/grid/default.env
index 5e69aca2580..d9b6da763ed 100644
--- a/packages/grid/default.env
+++ b/packages/grid/default.env
@@ -71,7 +71,7 @@ S3_ROOT_PWD="admin" # needs randomizing
 S3_REGION="us-east-1"
  #not-using
 S3_PRESIGNED_TIMEOUT_SECS=1800
-S3_VOLUME_SIZE_MB=1024
+S3_VOLUME_SIZE_MB=40000
 
 # Jax
 JAX_ENABLE_X64=True
diff --git a/packages/grid/seaweedfs/seaweedfs.dockerfile b/packages/grid/seaweedfs/seaweedfs.dockerfile
index 3982e621c3b..bc652e2a1b9 100644
--- a/packages/grid/seaweedfs/seaweedfs.dockerfile
+++ b/packages/grid/seaweedfs/seaweedfs.dockerfile
@@ -1,6 +1,6 @@
 ARG SEAWEEDFS_VERSION
 
-FROM chrislusf/seaweedfs:${SEAWEEDFS_VERSION}
+FROM chrislusf/seaweedfs:${SEAWEEDFS_VERSION}_large_disk
 
 WORKDIR /
 
diff --git a/packages/grid/seaweedfs/start.sh b/packages/grid/seaweedfs/start.sh
index 7972664b44e..d6e6f8d6116 100644
--- a/packages/grid/seaweedfs/start.sh
+++ b/packages/grid/seaweedfs/start.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-weed server -s3 -s3.port="$S3_PORT" -volume.max=500 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
+weed server -s3 -s3.port="$S3_PORT" -master.volumePreallocate -volume.max=500 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
 echo "s3.configure -access_key $S3_ROOT_USER -secret_key $S3_ROOT_PWD \
 -user iam -actions Read,Write,List,Tagging,Admin -apply" | weed shell > /dev/null 2>&1
 

From 77cb1e438d496e93fda40c741dcba790aad71105 Mon Sep 17 00:00:00 2001
From: Koen van der Veen <koenlennartvanderveen@gmail.com>
Date: Wed, 17 Jan 2024 14:36:37 +0100
Subject: [PATCH 2/9] add notebook

---
 .../append-only-event-log-prototype.ipynb     | 1714 +++++++++++++++++
 1 file changed, 1714 insertions(+)
 create mode 100644 notebooks/helm/append-only-event-log-prototype.ipynb

diff --git a/notebooks/helm/append-only-event-log-prototype.ipynb b/notebooks/helm/append-only-event-log-prototype.ipynb
new file mode 100644
index 00000000000..1783a7be2f3
--- /dev/null
+++ b/notebooks/helm/append-only-event-log-prototype.ipynb
@@ -0,0 +1,1714 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "fb5821ba",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# stdlib\n",
+    "from datetime import datetime\n",
+    "from typing import Any\n",
+    "from typing import Dict\n",
+    "from typing import List\n",
+    "from typing import Optional\n",
+    "\n",
+    "# syft absolute\n",
+    "from syft import UID\n",
+    "from syft.types.base import SyftBaseModel"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "cbd66513",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class MyBaseModel(SyftBaseModel):\n",
+    "    id: UID\n",
+    "\n",
+    "    def __init__(self, id=None, *args, **kwargs):\n",
+    "        id = UID() if id is None else id\n",
+    "        super().__init__(*args, id=id, **kwargs)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "77a9326f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class Event(MyBaseModel):\n",
+    "    creator: UID\n",
+    "    creation_date: datetime = datetime.now()\n",
+    "\n",
+    "    def handler(self, node):\n",
+    "        method_name = event_handler_registry[self.__class__.__name__]\n",
+    "        return getattr(node, method_name)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "8147bc26",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class EventLog(MyBaseModel):\n",
+    "    log: List[Event] = []"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "8e254ba6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class LinkedObject(MyBaseModel):\n",
+    "    node_id: UID\n",
+    "    obj_id: UID"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "da7a28d3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class Dataset(MyBaseModel):\n",
+    "    real: LinkedObject\n",
+    "    mock: str\n",
+    "    description: str"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "0de045c1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def register_event_handler(event_type):\n",
+    "    def inner(method):\n",
+    "        event_handler_registry[event_type.__name__] = method.__name__\n",
+    "        return method\n",
+    "\n",
+    "    return inner"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "046f5d49",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "event_handler_registry = {}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6b286e05",
+   "metadata": {},
+   "source": [
+    "# Events"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "1a5b494a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class CreateDatasetEvent(Event):\n",
+    "    dataset_id: UID\n",
+    "    mock: Any\n",
+    "    real: LinkedObject\n",
+    "    description: str\n",
+    "    creator: UID\n",
+    "\n",
+    "    def execute(self, node):\n",
+    "        handler = self.handler(node)\n",
+    "        handler(\n",
+    "            dataset_id=self.dataset_id,\n",
+    "            mock=self.mock,\n",
+    "            real=self.real,\n",
+    "            description=self.description,\n",
+    "        )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "5860ff66",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class UpdateDatasetEvent(Event):\n",
+    "    dataset_id: UID\n",
+    "    updates: Dict[str, Any]\n",
+    "\n",
+    "    def execute(self, node):\n",
+    "        handler = self.handler(node)\n",
+    "        handler(dataset_id=self.dataset_id, updates=updates)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b9e21de5",
+   "metadata": {},
+   "source": [
+    "# Node"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "929c0793",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class Node(MyBaseModel):\n",
+    "    event_log: EventLog\n",
+    "    store: Dict[UID, Any]\n",
+    "    private_store: Dict[UID, Any]\n",
+    "\n",
+    "    def __init__(self, *args, **kwargs):\n",
+    "        event_log = EventLog()\n",
+    "        store = {}\n",
+    "        private_store = {}\n",
+    "        super().__init__(\n",
+    "            *args,\n",
+    "            private_store=private_store,\n",
+    "            store=store,\n",
+    "            event_log=event_log,\n",
+    "            **kwargs,\n",
+    "        )\n",
+    "\n",
+    "    def create_dataset(self, mock: str, real: Optional[str], description: str):\n",
+    "        dataset_id = UID()\n",
+    "        real_id = UID()\n",
+    "        real_obj = LinkedObject(node_id=self.id, obj_id=dataset_id)\n",
+    "\n",
+    "        self.private_store[real_id] = real\n",
+    "\n",
+    "        event = CreateDatasetEvent(\n",
+    "            dataset_id=dataset_id,\n",
+    "            mock=mock,\n",
+    "            real=real_obj,\n",
+    "            description=description,\n",
+    "            creator=self.id,\n",
+    "        )\n",
+    "\n",
+    "        self.event_log.log.append(event)\n",
+    "        self._create_dataset(dataset_id, mock, real_obj, description)\n",
+    "\n",
+    "    @register_event_handler(CreateDatasetEvent)\n",
+    "    def _create_dataset(self, dataset_id, mock, real, description):\n",
+    "        dataset = Dataset(id=dataset_id, mock=mock, real=real, description=description)\n",
+    "        self.store[dataset.id] = dataset\n",
+    "\n",
+    "    def update_dataset(self, id, updates):\n",
+    "        event = UpdateDatasetEvent(\n",
+    "            dataset_id=id,\n",
+    "            updates=updates,\n",
+    "        )\n",
+    "        self.event_log.append(event)\n",
+    "        self._update_dataset(id, updates)\n",
+    "\n",
+    "    @register_event_handler(UpdateDatasetEvent)\n",
+    "    def _update_dataset(self, id, updates):\n",
+    "        dataset = self.store[id]\n",
+    "\n",
+    "        for k, v in updates:\n",
+    "            setattr(dataset, k, v)\n",
+    "\n",
+    "        self.store[id] = dataset"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1749d266",
+   "metadata": {},
+   "source": [
+    "we want to check for 'mutations' of the same object, which is defined as:\n",
+    "\n",
+    "- CUD (from CRUD) of objects with the same unique keys\n",
+    "  - create changes all attributes\n",
+    "  - delete changes all attributes\n",
+    "  - update only changes the attributes that were updated\n",
+    "\n",
+    "\n",
+    "In the case of update, if only non overlapping sets of properties were updated its not a merge conflict, as long as those are not code approval mutations."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "994cbe25",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def sync(node_high, now_low):\n",
+    "    log1 = node_high.event_log.log\n",
+    "    log2 = node_low.event_log.log\n",
+    "\n",
+    "    # find idx of the fork\n",
+    "    fork_idx = max(len(log1), len(log2))\n",
+    "    for i, (e1, e2) in enumerate(list(zip(log1, log2))):\n",
+    "        if e1.id != e2.id:\n",
+    "            fork_idx = i\n",
+    "            break\n",
+    "\n",
+    "    branch1 = log1[fork_idx:]\n",
+    "    branch2 = log2[fork_idx:]\n",
+    "\n",
+    "    proposed_merge = sorted(branch1 + branch2, key=lambda e: e.creation_date)\n",
+    "    #     print(log1[:fork_idx])\n",
+    "    #     print(branch1)\n",
+    "    #     print(branch2)\n",
+    "    # todo: fix conflicts\n",
+    "\n",
+    "    new_events = log1[:fork_idx] + proposed_merge\n",
+    "    new_log = EventLog(log=new_events)\n",
+    "\n",
+    "    node_low.event_log = new_log\n",
+    "\n",
+    "    # go back to fork state\n",
+    "    # this means either: cleaning the store and the event store and replaying all\n",
+    "    node_low.store = {}\n",
+    "    #     state_at_fork = node_low.event_states[fork_idx]\n",
+    "\n",
+    "    for event in node_low.event_log.log:\n",
+    "        event.execute(node_low)\n",
+    "\n",
+    "    node_high.event_log = new_log\n",
+    "\n",
+    "    assert all(\n",
+    "        [x == y for x, y in zip(node_low.event_log.log, node_high.event_log.log)]\n",
+    "    ) and len(node_low.event_log.log) == len(node_high.event_log.log)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "90c96310",
+   "metadata": {},
+   "source": [
+    "# Sync 1: create dataset"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "a1b7e47b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "node_high = Node()\n",
+    "node_low = Node()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "92d5f2f1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "node_high.create_dataset(real=\"abc\", mock=\"def\", description=\"blabla\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "78f19bf5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<style>\n",
+       "  body[data-jp-theme-light='false'] {\n",
+       "        --primary-color: #111111;\n",
+       "        --secondary-color: #212121;\n",
+       "        --tertiary-color: #CFCDD6;\n",
+       "        --button-color: #111111;\n",
+       "  }\n",
+       "\n",
+       "  body {\n",
+       "        --primary-color: #ffffff;\n",
+       "        --secondary-color: #f5f5f5;\n",
+       "        --tertiary-color: #000000de;\n",
+       "        --button-color: #d1d5db;\n",
+       "  }\n",
+       "\n",
+       "  .header-1 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 2.0736em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-2 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.728em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-3 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size:  1.44em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "  .header-4 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.2em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 14px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph-sm {\n",
+       "        font-family: 'Roboto';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 11.62px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .code-text {\n",
+       "        font-family: 'Consolas';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 13px;\n",
+       "        line-height: 130%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .numbering-entry { display: none }\n",
+       "\n",
+       "    /* Tooltip container */\n",
+       "    .tooltip {\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
+       "    }\n",
+       "\n",
+       "    /* Tooltip text */\n",
+       "    .tooltip .tooltiptext {\n",
+       "        visibility: hidden;\n",
+       "        width: 120px;\n",
+       "        background-color: black;\n",
+       "        color: #fff;\n",
+       "        text-align: center;\n",
+       "        padding: 5px 0;\n",
+       "        border-radius: 6px;\n",
+       "\n",
+       "        /* Position the tooltip text - see examples below! */\n",
+       "        position: absolute;\n",
+       "        z-index: 1;\n",
+       "    }\n",
+       "\n",
+       "    .repr-cell {\n",
+       "      padding-top: 20px;\n",
+       "    }\n",
+       "\n",
+       "    .text-bold {\n",
+       "        font-weight: bold;\n",
+       "    }\n",
+       "\n",
+       "    .pr-8 {\n",
+       "        padding-right: 8px;\n",
+       "    }\n",
+       "    .pt-8 {\n",
+       "        padding-top: 8px;\n",
+       "    }\n",
+       "    .pl-8 {\n",
+       "        padding-left: 8px;\n",
+       "    }\n",
+       "    .pb-8 {\n",
+       "        padding-bottom: 8px;\n",
+       "    }\n",
+       "\n",
+       "    .py-25{\n",
+       "        padding-top: 25px;\n",
+       "        padding-bottom: 25px;\n",
+       "    }\n",
+       "\n",
+       "    .flex {\n",
+       "        display: flex;\n",
+       "    }\n",
+       "\n",
+       "    .gap-10 {\n",
+       "        gap: 10px;\n",
+       "    }\n",
+       "    .items-center{\n",
+       "        align-items: center;\n",
+       "    }\n",
+       "\n",
+       "    .folder-icon {\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-input{\n",
+       "        display: flex;\n",
+       "        flex-direction: row;\n",
+       "        align-items: center;\n",
+       "        padding: 8px 12px;\n",
+       "        width: 343px;\n",
+       "        height: 24px;\n",
+       "        /* Lt On Surface/Low */\n",
+       "        background-color: var(--secondary-color);\n",
+       "        border-radius: 30px;\n",
+       "\n",
+       "        /* Lt On Surface/Highest */\n",
+       "        color: var(--tertiary-color);\n",
+       "        border:none;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 0;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "    .search-input:focus {\n",
+       "        outline: none;\n",
+       "    }\n",
+       "        .search-input:focus::placeholder,\n",
+       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
+       "        color: var(--tertiary-color);\n",
+       "        opacity: 1; /* Firefox */\n",
+       "    }\n",
+       "\n",
+       "    .search-button{\n",
+       "        /* Search */\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        text-align: center;\n",
+       "\n",
+       "        /* Primary/On Light */\n",
+       "        background-color: var(--button-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "\n",
+       "        border-radius: 30px;\n",
+       "        border-color: var(--secondary-color);\n",
+       "        border-style: solid;\n",
+       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
+       "        cursor: pointer;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 1;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "\n",
+       "    .grid-tablef8168d48eb1e461498d11530d73f5622 {\n",
+       "        display:grid;\n",
+       "        grid-template-columns: 1fr repeat(4, 1fr);\n",
+       "        grid-template-rows: repeat(2, 1fr);\n",
+       "        overflow-x: auto;\n",
+       "    }\n",
+       "\n",
+       "    .grid-std-cells {\n",
+       "        grid-column: span 4;\n",
+       "\n",
+       "    }\n",
+       "    .grid-index-cells {\n",
+       "        grid-column: span 1;\n",
+       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color) !important;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-header {\n",
+       "        /* Auto layout */\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: center;\n",
+       "        padding: 6px 4px;\n",
+       "\n",
+       "        /* Lt On Surface/Surface */\n",
+       "        /* Lt On Surface/High */\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        /* tmp fix to make header stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-row {\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: flex-start;\n",
+       "        padding: 6px 4px;\n",
+       "        overflow: hidden;\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .badge {\n",
+       "        code-text;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .badge-blue {\n",
+       "        badge;\n",
+       "        background-color: #C2DEF0;\n",
+       "        color: #1F567A;\n",
+       "    }\n",
+       "\n",
+       "    .badge-purple {\n",
+       "        badge;\n",
+       "        background-color: #C9CFE8;\n",
+       "        color: #373B7B;\n",
+       "    }\n",
+       "\n",
+       "    .badge-green {\n",
+       "        badge;\n",
+       "\n",
+       "        /* Success/Container */\n",
+       "        background-color: #D5F1D5;\n",
+       "        color: #256B24;\n",
+       "    }\n",
+       "\n",
+       "    .badge-red {\n",
+       "        badge;\n",
+       "        background-color: #F2D9DE;\n",
+       "        color: #9B2737;\n",
+       "    }\n",
+       "\n",
+       "    .badge-gray {\n",
+       "        badge;\n",
+       "        background-color: #ECEBEF;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .paginationContainer{\n",
+       "        width: 100%;\n",
+       "        height: 30px;\n",
+       "        display: flex;\n",
+       "        justify-content: center;\n",
+       "        gap: 8px;\n",
+       "        padding: 5px;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .page{\n",
+       "        color: black;\n",
+       "        font-weight: bold;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .page:hover {\n",
+       "      color: #38bdf8;\n",
+       "      cursor: pointer;\n",
+       "    }\n",
+       "    .clipboard:hover{\n",
+       "        cursor: pointer;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-field {\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        border-radius: 30px;\n",
+       "        background-color: var(--secondary-color);\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown {\n",
+       "        margin: 5px;\n",
+       "        margin-left: 5px;\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        text-align: center;\n",
+       "        background-color: var(--button-color);\n",
+       "        min-width: 100px;\n",
+       "        padding: 2px;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown:hover {\n",
+       "        cursor: pointer;\n",
+       "    }\n",
+       "    .syft-dropdown-content {\n",
+       "        margin-top:26px;\n",
+       "        display: none;\n",
+       "        position: absolute;\n",
+       "        min-width: 100px;\n",
+       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
+       "        padding: 12px 6px;\n",
+       "        z-index: 1;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .dd-options {\n",
+       "        padding-top: 4px;\n",
+       "    }\n",
+       "    .dd-options:first-of-type {\n",
+       "        padding-top: 0px;\n",
+       "    }\n",
+       "\n",
+       "    .dd-options:hover {\n",
+       "        cursor: pointer;\n",
+       "        background: #d1d5db;\n",
+       "    }\n",
+       "    .arrow {\n",
+       "        border: solid black;\n",
+       "        border-width: 0 3px 3px 0;\n",
+       "        display: inline-block;\n",
+       "        padding: 3px;\n",
+       "    }\n",
+       "    .down {\n",
+       "        transform: rotate(45deg);\n",
+       "        -webkit-transform: rotate(45deg);\n",
+       "    }\n",
+       "</style>\n",
+       "\n",
+       "\n",
+       "    <div style='margin-top:15px;'>\n",
+       "        <div class='flex gap-10' style='align-items: center;'>\n",
+       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
+       "            <div><p class='header-3'>CreateDatasetEvent List</p></div>\n",
+       "        </div>\n",
+       "\n",
+       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
+       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
+       "                    <div class=\"search-field\">\n",
+       "                        <div id='search-menuf8168d48eb1e461498d11530d73f5622' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-contentf8168d48eb1e461498d11530d73f5622')\n",
+       "                            if (doc.style.display === 'block'){\n",
+       "                                doc.style.display = 'none'\n",
+       "                            } else {\n",
+       "                                doc.style.display = 'block'\n",
+       "                            }\n",
+       "                            }\">\n",
+       "                            <div id='search-dropdown-contentf8168d48eb1e461498d11530d73f5622' class='syft-dropdown-content'></div>\n",
+       "                            <script>\n",
+       "                                var elementf8168d48eb1e461498d11530d73f5622 = [{\"id\": {\"value\": \"d675c49149044c4fbe878a187da83a6e\", \"type\": \"clipboard\"}}]\n",
+       "                                var page_sizef8168d48eb1e461498d11530d73f5622 = 1\n",
+       "                                var pageIndexf8168d48eb1e461498d11530d73f5622 = 1\n",
+       "                                var paginatedElementsf8168d48eb1e461498d11530d73f5622 = []\n",
+       "                                var activeFilterf8168d48eb1e461498d11530d73f5622;\n",
+       "\n",
+       "                                function buildDropDownMenu(elements){\n",
+       "                                    let init_filter;\n",
+       "                                    let menu = document.getElementById('search-dropdown-contentf8168d48eb1e461498d11530d73f5622')\n",
+       "                                    if (elements.length > 0) {\n",
+       "                                        let sample = elements[0]\n",
+       "                                        for (const attr in sample) {\n",
+       "                                            if (typeof init_filter === 'undefined'){\n",
+       "                                                init_filter = attr;\n",
+       "                                            }\n",
+       "                                            let content = document.createElement('div');\n",
+       "                                            content.onclick = function(event) {\n",
+       "                                                event.stopPropagation()\n",
+       "                                                document.getElementById('menu-active-filterf8168d48eb1e461498d11530d73f5622').innerText = attr;\n",
+       "                                                activeFilterf8168d48eb1e461498d11530d73f5622 = attr;\n",
+       "                                                document.getElementById(\n",
+       "                                                    'search-dropdown-contentf8168d48eb1e461498d11530d73f5622'\n",
+       "                                                ).style.display= 'none';\n",
+       "                                            }\n",
+       "                                            content.classList.add(\"dd-options\");\n",
+       "                                            content.innerText = attr;\n",
+       "                                            menu.appendChild(content);\n",
+       "                                        }\n",
+       "                                    } else {\n",
+       "                                        let init_filter = '---'\n",
+       "                                    }\n",
+       "                                    let dropdown_field = document.getElementById('search-menuf8168d48eb1e461498d11530d73f5622')\n",
+       "                                    let span = document.createElement('span')\n",
+       "                                    span.setAttribute('id', 'menu-active-filterf8168d48eb1e461498d11530d73f5622')\n",
+       "                                    span.innerText = init_filter\n",
+       "                                    activeFilterf8168d48eb1e461498d11530d73f5622 = init_filter;\n",
+       "                                    dropdown_field.appendChild(span)\n",
+       "                                }\n",
+       "\n",
+       "                                buildDropDownMenu(elementf8168d48eb1e461498d11530d73f5622)\n",
+       "                            </script>\n",
+       "                        </div>\n",
+       "                        <input id='searchKeyf8168d48eb1e461498d11530d73f5622' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                    </div>\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGridf8168d48eb1e461498d11530d73f5622(elementf8168d48eb1e461498d11530d73f5622)\">\n",
+       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
+       "                        <span class='pl-8'>Search</span>\n",
+       "                    </button>\n",
+       "                </div>\n",
+       "\n",
+       "                <div><h4 id='totalf8168d48eb1e461498d11530d73f5622'>0</h4></div>\n",
+       "            </div>\n",
+       "            <div id='tablef8168d48eb1e461498d11530d73f5622' class='grid-tablef8168d48eb1e461498d11530d73f5622' style='margin-top: 25px;'>\n",
+       "                <script>\n",
+       "                    function paginatef8168d48eb1e461498d11530d73f5622(arr, size) {\n",
+       "                        const res = [];\n",
+       "                        for (let i = 0; i < arr.length; i += size) {\n",
+       "                            const chunk = arr.slice(i, i + size);\n",
+       "                            res.push(chunk);\n",
+       "                        }\n",
+       "\n",
+       "                        return res;\n",
+       "                    }\n",
+       "\n",
+       "                    function searchGridf8168d48eb1e461498d11530d73f5622(elements){\n",
+       "                        let searchKey = document.getElementById('searchKeyf8168d48eb1e461498d11530d73f5622').value;\n",
+       "                        let result;\n",
+       "                        if (searchKey === ''){\n",
+       "                            result = elements;\n",
+       "                        } else {\n",
+       "                            result = elements.filter((element) => {\n",
+       "                                let property = element[activeFilterf8168d48eb1e461498d11530d73f5622]\n",
+       "                                if (typeof property === 'object' && property !== null){\n",
+       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (typeof property === 'string' ) {\n",
+       "                                    return element[activeFilterf8168d48eb1e461498d11530d73f5622].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (property !== null ) {\n",
+       "                                    return element[activeFilterf8168d48eb1e461498d11530d73f5622].toString() === searchKey;\n",
+       "                                } else {\n",
+       "                                    return element[activeFilterf8168d48eb1e461498d11530d73f5622] === searchKey;\n",
+       "                                }\n",
+       "                            } );\n",
+       "                        }\n",
+       "                        resetByIdf8168d48eb1e461498d11530d73f5622('tablef8168d48eb1e461498d11530d73f5622');\n",
+       "                        resetByIdf8168d48eb1e461498d11530d73f5622('pagf8168d48eb1e461498d11530d73f5622');\n",
+       "                        result = paginatef8168d48eb1e461498d11530d73f5622(result, page_sizef8168d48eb1e461498d11530d73f5622)\n",
+       "                        paginatedElementsf8168d48eb1e461498d11530d73f5622 = result\n",
+       "                        buildGridf8168d48eb1e461498d11530d73f5622(result,pageIndexf8168d48eb1e461498d11530d73f5622);\n",
+       "                        buildPaginationContainerf8168d48eb1e461498d11530d73f5622(result);\n",
+       "                    }\n",
+       "\n",
+       "                    function resetByIdf8168d48eb1e461498d11530d73f5622(id){\n",
+       "                        let element = document.getElementById(id);\n",
+       "                        while (element.firstChild) {\n",
+       "                          element.removeChild(element.firstChild);\n",
+       "                        }\n",
+       "                    }\n",
+       "\n",
+       "                    function buildGridf8168d48eb1e461498d11530d73f5622(items, pageIndex){\n",
+       "                                let headers = Object.keys(elementf8168d48eb1e461498d11530d73f5622[0]);\n",
+       "\n",
+       "                                let grid = document.getElementById(\"tablef8168d48eb1e461498d11530d73f5622\");\n",
+       "                                let div = document.createElement(\"div\");\n",
+       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
+       "                                grid.appendChild(div);\n",
+       "                                headers.forEach((title) =>{\n",
+       "                                    let div = document.createElement(\"div\");\n",
+       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
+       "                                    div.innerText = title;\n",
+       "\n",
+       "                                    grid.appendChild(div);\n",
+       "                                });\n",
+       "\n",
+       "                                let page = items[pageIndex -1]\n",
+       "                                if (page !== 'undefine'){\n",
+       "                                    let table_indexf8168d48eb1e461498d11530d73f5622 = ((pageIndex - 1) * page_sizef8168d48eb1e461498d11530d73f5622)\n",
+       "                                    page.forEach((item) => {\n",
+       "                                        let grid = document.getElementById(\"tablef8168d48eb1e461498d11530d73f5622\");\n",
+       "                                        // Add new index value in index cells\n",
+       "                                        let divIndex = document.createElement(\"div\");\n",
+       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
+       "                                        divIndex.innerText = table_indexf8168d48eb1e461498d11530d73f5622;\n",
+       "                                        grid.appendChild(divIndex);\n",
+       "\n",
+       "                                        // Iterate over the actual obj\n",
+       "                                        for (const attr in item) {\n",
+       "                                            let div = document.createElement(\"div\");\n",
+       "                                            if (typeof item[attr] === 'object'\n",
+       "                                                && item[attr] !== null\n",
+       "                                                && item[attr].hasOwnProperty('type')) {\n",
+       "                                                if (item[attr].type.includes('badge')){\n",
+       "                                                    let badge_div = document.createElement(\"div\");\n",
+       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
+       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
+       "                                                    div.appendChild(badge_div);\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                } else if (item[attr].type === \"clipboard\") {\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "\n",
+       "                                                    // Create clipboard div\n",
+       "                                                    let clipboard_div = document.createElement('div');\n",
+       "                                                    clipboard_div.style.display= 'flex';\n",
+       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
+       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
+       "\n",
+       "                                                    let id_text = document.createElement('div');\n",
+       "                                                    if (item[attr].value == \"None\"){\n",
+       "                                                        id_text.innerText = \"None\";\n",
+       "                                                    }\n",
+       "                                                    else{\n",
+       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
+       "                                                    }\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(id_text);\n",
+       "                                                    let clipboard_img = document.createElement('div');\n",
+       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
+       "                                                    div.onclick = function() {\n",
+       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
+       "                                                    };\n",
+       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(clipboard_img);\n",
+       "                                                    div.appendChild(clipboard_div);\n",
+       "                                                }\n",
+       "                                            } else{\n",
+       "                                                div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                if (item[attr] == null) {\n",
+       "                                                    text = ' '\n",
+       "                                                } else {\n",
+       "                                                    text = String(item[attr])\n",
+       "                                                }\n",
+       "                                                if (text.length > 150){\n",
+       "                                                    text = text.slice(0,150) + \"...\";\n",
+       "                                                }\n",
+       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
+       "                                                div.innerHTML = text;\n",
+       "                                            }\n",
+       "                                            grid.appendChild(div);\n",
+       "                                        }\n",
+       "                                    table_indexf8168d48eb1e461498d11530d73f5622 = table_indexf8168d48eb1e461498d11530d73f5622 + 1;\n",
+       "                                    })\n",
+       "                                }\n",
+       "                    }\n",
+       "                    paginatedElementsf8168d48eb1e461498d11530d73f5622 = paginatef8168d48eb1e461498d11530d73f5622(elementf8168d48eb1e461498d11530d73f5622, page_sizef8168d48eb1e461498d11530d73f5622)\n",
+       "                    buildGridf8168d48eb1e461498d11530d73f5622(paginatedElementsf8168d48eb1e461498d11530d73f5622, 1)\n",
+       "                    document.getElementById('totalf8168d48eb1e461498d11530d73f5622').innerText = \"Total: \" + elementf8168d48eb1e461498d11530d73f5622.length\n",
+       "                </script>\n",
+       "            </div>\n",
+       "            <div id='pagf8168d48eb1e461498d11530d73f5622' class='paginationContainer'>\n",
+       "                <script>\n",
+       "                    function buildPaginationContainerf8168d48eb1e461498d11530d73f5622(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pagf8168d48eb1e461498d11530d73f5622\");\n",
+       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
+       "                                  let div = document.createElement(\"div\");\n",
+       "                                  div.classList.add('page');\n",
+       "                                  if(i===0) div.style.color = \"gray\";\n",
+       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
+       "                                  div.onclick = function(event) {\n",
+       "                                      let indexes = document.getElementsByClassName('page');\n",
+       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
+       "                                      event.target.style.color = \"gray\";\n",
+       "                                      setPagef8168d48eb1e461498d11530d73f5622(i + 1);\n",
+       "                                  };\n",
+       "                                  div.innerText = i + 1;\n",
+       "                                  pageContainer.appendChild(div);\n",
+       "                            }\n",
+       "                    }\n",
+       "\n",
+       "                    function setPagef8168d48eb1e461498d11530d73f5622(newPage){\n",
+       "                        pageIndex = newPage\n",
+       "                        resetByIdf8168d48eb1e461498d11530d73f5622('tablef8168d48eb1e461498d11530d73f5622')\n",
+       "                        buildGridf8168d48eb1e461498d11530d73f5622(paginatedElementsf8168d48eb1e461498d11530d73f5622, pageIndex)\n",
+       "                    }\n",
+       "\n",
+       "                    buildPaginationContainerf8168d48eb1e461498d11530d73f5622(paginatedElementsf8168d48eb1e461498d11530d73f5622)\n",
+       "                </script>\n",
+       "            </div>\n",
+       "        </div>\n",
+       "    </div>\n",
+       "    </div>\n"
+      ],
+      "text/plain": [
+       "[CreateDatasetEvent(id=<UID: d675c49149044c4fbe878a187da83a6e>, creator=<UID: 754197672f0a4d4abfa010b017a57f61>, creation_date=datetime.datetime(2024, 1, 16, 18, 20, 26, 487516), dataset_id=<UID: 903b391a7258441eb213087dd4fa1389>, mock='def', real=LinkedObject(id=<UID: fe7b802c240349b8b07b3e0783367f1a>, node_id=<UID: 754197672f0a4d4abfa010b017a57f61>, obj_id=<UID: 903b391a7258441eb213087dd4fa1389>), description='blabla')]"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "node_high.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "085c71ab",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "sync(node_high, node_low)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "1c8ead28",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<style>\n",
+       "  body[data-jp-theme-light='false'] {\n",
+       "        --primary-color: #111111;\n",
+       "        --secondary-color: #212121;\n",
+       "        --tertiary-color: #CFCDD6;\n",
+       "        --button-color: #111111;\n",
+       "  }\n",
+       "\n",
+       "  body {\n",
+       "        --primary-color: #ffffff;\n",
+       "        --secondary-color: #f5f5f5;\n",
+       "        --tertiary-color: #000000de;\n",
+       "        --button-color: #d1d5db;\n",
+       "  }\n",
+       "\n",
+       "  .header-1 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 2.0736em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-2 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.728em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-3 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size:  1.44em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "  .header-4 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.2em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 14px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph-sm {\n",
+       "        font-family: 'Roboto';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 11.62px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .code-text {\n",
+       "        font-family: 'Consolas';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 13px;\n",
+       "        line-height: 130%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .numbering-entry { display: none }\n",
+       "\n",
+       "    /* Tooltip container */\n",
+       "    .tooltip {\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
+       "    }\n",
+       "\n",
+       "    /* Tooltip text */\n",
+       "    .tooltip .tooltiptext {\n",
+       "        visibility: hidden;\n",
+       "        width: 120px;\n",
+       "        background-color: black;\n",
+       "        color: #fff;\n",
+       "        text-align: center;\n",
+       "        padding: 5px 0;\n",
+       "        border-radius: 6px;\n",
+       "\n",
+       "        /* Position the tooltip text - see examples below! */\n",
+       "        position: absolute;\n",
+       "        z-index: 1;\n",
+       "    }\n",
+       "\n",
+       "    .repr-cell {\n",
+       "      padding-top: 20px;\n",
+       "    }\n",
+       "\n",
+       "    .text-bold {\n",
+       "        font-weight: bold;\n",
+       "    }\n",
+       "\n",
+       "    .pr-8 {\n",
+       "        padding-right: 8px;\n",
+       "    }\n",
+       "    .pt-8 {\n",
+       "        padding-top: 8px;\n",
+       "    }\n",
+       "    .pl-8 {\n",
+       "        padding-left: 8px;\n",
+       "    }\n",
+       "    .pb-8 {\n",
+       "        padding-bottom: 8px;\n",
+       "    }\n",
+       "\n",
+       "    .py-25{\n",
+       "        padding-top: 25px;\n",
+       "        padding-bottom: 25px;\n",
+       "    }\n",
+       "\n",
+       "    .flex {\n",
+       "        display: flex;\n",
+       "    }\n",
+       "\n",
+       "    .gap-10 {\n",
+       "        gap: 10px;\n",
+       "    }\n",
+       "    .items-center{\n",
+       "        align-items: center;\n",
+       "    }\n",
+       "\n",
+       "    .folder-icon {\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-input{\n",
+       "        display: flex;\n",
+       "        flex-direction: row;\n",
+       "        align-items: center;\n",
+       "        padding: 8px 12px;\n",
+       "        width: 343px;\n",
+       "        height: 24px;\n",
+       "        /* Lt On Surface/Low */\n",
+       "        background-color: var(--secondary-color);\n",
+       "        border-radius: 30px;\n",
+       "\n",
+       "        /* Lt On Surface/Highest */\n",
+       "        color: var(--tertiary-color);\n",
+       "        border:none;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 0;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "    .search-input:focus {\n",
+       "        outline: none;\n",
+       "    }\n",
+       "        .search-input:focus::placeholder,\n",
+       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
+       "        color: var(--tertiary-color);\n",
+       "        opacity: 1; /* Firefox */\n",
+       "    }\n",
+       "\n",
+       "    .search-button{\n",
+       "        /* Search */\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        text-align: center;\n",
+       "\n",
+       "        /* Primary/On Light */\n",
+       "        background-color: var(--button-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "\n",
+       "        border-radius: 30px;\n",
+       "        border-color: var(--secondary-color);\n",
+       "        border-style: solid;\n",
+       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
+       "        cursor: pointer;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 1;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "\n",
+       "    .grid-table430598ec8c3b4f3fb500dc8b3fd52e1d {\n",
+       "        display:grid;\n",
+       "        grid-template-columns: 1fr repeat(4, 1fr);\n",
+       "        grid-template-rows: repeat(2, 1fr);\n",
+       "        overflow-x: auto;\n",
+       "    }\n",
+       "\n",
+       "    .grid-std-cells {\n",
+       "        grid-column: span 4;\n",
+       "\n",
+       "    }\n",
+       "    .grid-index-cells {\n",
+       "        grid-column: span 1;\n",
+       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color) !important;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-header {\n",
+       "        /* Auto layout */\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: center;\n",
+       "        padding: 6px 4px;\n",
+       "\n",
+       "        /* Lt On Surface/Surface */\n",
+       "        /* Lt On Surface/High */\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        /* tmp fix to make header stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-row {\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: flex-start;\n",
+       "        padding: 6px 4px;\n",
+       "        overflow: hidden;\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .badge {\n",
+       "        code-text;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .badge-blue {\n",
+       "        badge;\n",
+       "        background-color: #C2DEF0;\n",
+       "        color: #1F567A;\n",
+       "    }\n",
+       "\n",
+       "    .badge-purple {\n",
+       "        badge;\n",
+       "        background-color: #C9CFE8;\n",
+       "        color: #373B7B;\n",
+       "    }\n",
+       "\n",
+       "    .badge-green {\n",
+       "        badge;\n",
+       "\n",
+       "        /* Success/Container */\n",
+       "        background-color: #D5F1D5;\n",
+       "        color: #256B24;\n",
+       "    }\n",
+       "\n",
+       "    .badge-red {\n",
+       "        badge;\n",
+       "        background-color: #F2D9DE;\n",
+       "        color: #9B2737;\n",
+       "    }\n",
+       "\n",
+       "    .badge-gray {\n",
+       "        badge;\n",
+       "        background-color: #ECEBEF;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .paginationContainer{\n",
+       "        width: 100%;\n",
+       "        height: 30px;\n",
+       "        display: flex;\n",
+       "        justify-content: center;\n",
+       "        gap: 8px;\n",
+       "        padding: 5px;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .page{\n",
+       "        color: black;\n",
+       "        font-weight: bold;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .page:hover {\n",
+       "      color: #38bdf8;\n",
+       "      cursor: pointer;\n",
+       "    }\n",
+       "    .clipboard:hover{\n",
+       "        cursor: pointer;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-field {\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        border-radius: 30px;\n",
+       "        background-color: var(--secondary-color);\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown {\n",
+       "        margin: 5px;\n",
+       "        margin-left: 5px;\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        text-align: center;\n",
+       "        background-color: var(--button-color);\n",
+       "        min-width: 100px;\n",
+       "        padding: 2px;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown:hover {\n",
+       "        cursor: pointer;\n",
+       "    }\n",
+       "    .syft-dropdown-content {\n",
+       "        margin-top:26px;\n",
+       "        display: none;\n",
+       "        position: absolute;\n",
+       "        min-width: 100px;\n",
+       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
+       "        padding: 12px 6px;\n",
+       "        z-index: 1;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .dd-options {\n",
+       "        padding-top: 4px;\n",
+       "    }\n",
+       "    .dd-options:first-of-type {\n",
+       "        padding-top: 0px;\n",
+       "    }\n",
+       "\n",
+       "    .dd-options:hover {\n",
+       "        cursor: pointer;\n",
+       "        background: #d1d5db;\n",
+       "    }\n",
+       "    .arrow {\n",
+       "        border: solid black;\n",
+       "        border-width: 0 3px 3px 0;\n",
+       "        display: inline-block;\n",
+       "        padding: 3px;\n",
+       "    }\n",
+       "    .down {\n",
+       "        transform: rotate(45deg);\n",
+       "        -webkit-transform: rotate(45deg);\n",
+       "    }\n",
+       "</style>\n",
+       "\n",
+       "\n",
+       "    <div style='margin-top:15px;'>\n",
+       "        <div class='flex gap-10' style='align-items: center;'>\n",
+       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
+       "            <div><p class='header-3'>CreateDatasetEvent List</p></div>\n",
+       "        </div>\n",
+       "\n",
+       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
+       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
+       "                    <div class=\"search-field\">\n",
+       "                        <div id='search-menu430598ec8c3b4f3fb500dc8b3fd52e1d' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                            if (doc.style.display === 'block'){\n",
+       "                                doc.style.display = 'none'\n",
+       "                            } else {\n",
+       "                                doc.style.display = 'block'\n",
+       "                            }\n",
+       "                            }\">\n",
+       "                            <div id='search-dropdown-content430598ec8c3b4f3fb500dc8b3fd52e1d' class='syft-dropdown-content'></div>\n",
+       "                            <script>\n",
+       "                                var element430598ec8c3b4f3fb500dc8b3fd52e1d = [{\"id\": {\"value\": \"d675c49149044c4fbe878a187da83a6e\", \"type\": \"clipboard\"}}]\n",
+       "                                var page_size430598ec8c3b4f3fb500dc8b3fd52e1d = 1\n",
+       "                                var pageIndex430598ec8c3b4f3fb500dc8b3fd52e1d = 1\n",
+       "                                var paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d = []\n",
+       "                                var activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d;\n",
+       "\n",
+       "                                function buildDropDownMenu(elements){\n",
+       "                                    let init_filter;\n",
+       "                                    let menu = document.getElementById('search-dropdown-content430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                                    if (elements.length > 0) {\n",
+       "                                        let sample = elements[0]\n",
+       "                                        for (const attr in sample) {\n",
+       "                                            if (typeof init_filter === 'undefined'){\n",
+       "                                                init_filter = attr;\n",
+       "                                            }\n",
+       "                                            let content = document.createElement('div');\n",
+       "                                            content.onclick = function(event) {\n",
+       "                                                event.stopPropagation()\n",
+       "                                                document.getElementById('menu-active-filter430598ec8c3b4f3fb500dc8b3fd52e1d').innerText = attr;\n",
+       "                                                activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d = attr;\n",
+       "                                                document.getElementById(\n",
+       "                                                    'search-dropdown-content430598ec8c3b4f3fb500dc8b3fd52e1d'\n",
+       "                                                ).style.display= 'none';\n",
+       "                                            }\n",
+       "                                            content.classList.add(\"dd-options\");\n",
+       "                                            content.innerText = attr;\n",
+       "                                            menu.appendChild(content);\n",
+       "                                        }\n",
+       "                                    } else {\n",
+       "                                        let init_filter = '---'\n",
+       "                                    }\n",
+       "                                    let dropdown_field = document.getElementById('search-menu430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                                    let span = document.createElement('span')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                                    span.innerText = init_filter\n",
+       "                                    activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d = init_filter;\n",
+       "                                    dropdown_field.appendChild(span)\n",
+       "                                }\n",
+       "\n",
+       "                                buildDropDownMenu(element430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
+       "                            </script>\n",
+       "                        </div>\n",
+       "                        <input id='searchKey430598ec8c3b4f3fb500dc8b3fd52e1d' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                    </div>\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid430598ec8c3b4f3fb500dc8b3fd52e1d(element430598ec8c3b4f3fb500dc8b3fd52e1d)\">\n",
+       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
+       "                        <span class='pl-8'>Search</span>\n",
+       "                    </button>\n",
+       "                </div>\n",
+       "\n",
+       "                <div><h4 id='total430598ec8c3b4f3fb500dc8b3fd52e1d'>0</h4></div>\n",
+       "            </div>\n",
+       "            <div id='table430598ec8c3b4f3fb500dc8b3fd52e1d' class='grid-table430598ec8c3b4f3fb500dc8b3fd52e1d' style='margin-top: 25px;'>\n",
+       "                <script>\n",
+       "                    function paginate430598ec8c3b4f3fb500dc8b3fd52e1d(arr, size) {\n",
+       "                        const res = [];\n",
+       "                        for (let i = 0; i < arr.length; i += size) {\n",
+       "                            const chunk = arr.slice(i, i + size);\n",
+       "                            res.push(chunk);\n",
+       "                        }\n",
+       "\n",
+       "                        return res;\n",
+       "                    }\n",
+       "\n",
+       "                    function searchGrid430598ec8c3b4f3fb500dc8b3fd52e1d(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey430598ec8c3b4f3fb500dc8b3fd52e1d').value;\n",
+       "                        let result;\n",
+       "                        if (searchKey === ''){\n",
+       "                            result = elements;\n",
+       "                        } else {\n",
+       "                            result = elements.filter((element) => {\n",
+       "                                let property = element[activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d]\n",
+       "                                if (typeof property === 'object' && property !== null){\n",
+       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (typeof property === 'string' ) {\n",
+       "                                    return element[activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (property !== null ) {\n",
+       "                                    return element[activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d].toString() === searchKey;\n",
+       "                                } else {\n",
+       "                                    return element[activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d] === searchKey;\n",
+       "                                }\n",
+       "                            } );\n",
+       "                        }\n",
+       "                        resetById430598ec8c3b4f3fb500dc8b3fd52e1d('table430598ec8c3b4f3fb500dc8b3fd52e1d');\n",
+       "                        resetById430598ec8c3b4f3fb500dc8b3fd52e1d('pag430598ec8c3b4f3fb500dc8b3fd52e1d');\n",
+       "                        result = paginate430598ec8c3b4f3fb500dc8b3fd52e1d(result, page_size430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
+       "                        paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d = result\n",
+       "                        buildGrid430598ec8c3b4f3fb500dc8b3fd52e1d(result,pageIndex430598ec8c3b4f3fb500dc8b3fd52e1d);\n",
+       "                        buildPaginationContainer430598ec8c3b4f3fb500dc8b3fd52e1d(result);\n",
+       "                    }\n",
+       "\n",
+       "                    function resetById430598ec8c3b4f3fb500dc8b3fd52e1d(id){\n",
+       "                        let element = document.getElementById(id);\n",
+       "                        while (element.firstChild) {\n",
+       "                          element.removeChild(element.firstChild);\n",
+       "                        }\n",
+       "                    }\n",
+       "\n",
+       "                    function buildGrid430598ec8c3b4f3fb500dc8b3fd52e1d(items, pageIndex){\n",
+       "                                let headers = Object.keys(element430598ec8c3b4f3fb500dc8b3fd52e1d[0]);\n",
+       "\n",
+       "                                let grid = document.getElementById(\"table430598ec8c3b4f3fb500dc8b3fd52e1d\");\n",
+       "                                let div = document.createElement(\"div\");\n",
+       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
+       "                                grid.appendChild(div);\n",
+       "                                headers.forEach((title) =>{\n",
+       "                                    let div = document.createElement(\"div\");\n",
+       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
+       "                                    div.innerText = title;\n",
+       "\n",
+       "                                    grid.appendChild(div);\n",
+       "                                });\n",
+       "\n",
+       "                                let page = items[pageIndex -1]\n",
+       "                                if (page !== 'undefine'){\n",
+       "                                    let table_index430598ec8c3b4f3fb500dc8b3fd52e1d = ((pageIndex - 1) * page_size430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
+       "                                    page.forEach((item) => {\n",
+       "                                        let grid = document.getElementById(\"table430598ec8c3b4f3fb500dc8b3fd52e1d\");\n",
+       "                                        // Add new index value in index cells\n",
+       "                                        let divIndex = document.createElement(\"div\");\n",
+       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
+       "                                        divIndex.innerText = table_index430598ec8c3b4f3fb500dc8b3fd52e1d;\n",
+       "                                        grid.appendChild(divIndex);\n",
+       "\n",
+       "                                        // Iterate over the actual obj\n",
+       "                                        for (const attr in item) {\n",
+       "                                            let div = document.createElement(\"div\");\n",
+       "                                            if (typeof item[attr] === 'object'\n",
+       "                                                && item[attr] !== null\n",
+       "                                                && item[attr].hasOwnProperty('type')) {\n",
+       "                                                if (item[attr].type.includes('badge')){\n",
+       "                                                    let badge_div = document.createElement(\"div\");\n",
+       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
+       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
+       "                                                    div.appendChild(badge_div);\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                } else if (item[attr].type === \"clipboard\") {\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "\n",
+       "                                                    // Create clipboard div\n",
+       "                                                    let clipboard_div = document.createElement('div');\n",
+       "                                                    clipboard_div.style.display= 'flex';\n",
+       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
+       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
+       "\n",
+       "                                                    let id_text = document.createElement('div');\n",
+       "                                                    if (item[attr].value == \"None\"){\n",
+       "                                                        id_text.innerText = \"None\";\n",
+       "                                                    }\n",
+       "                                                    else{\n",
+       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
+       "                                                    }\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(id_text);\n",
+       "                                                    let clipboard_img = document.createElement('div');\n",
+       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
+       "                                                    div.onclick = function() {\n",
+       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
+       "                                                    };\n",
+       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(clipboard_img);\n",
+       "                                                    div.appendChild(clipboard_div);\n",
+       "                                                }\n",
+       "                                            } else{\n",
+       "                                                div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                if (item[attr] == null) {\n",
+       "                                                    text = ' '\n",
+       "                                                } else {\n",
+       "                                                    text = String(item[attr])\n",
+       "                                                }\n",
+       "                                                if (text.length > 150){\n",
+       "                                                    text = text.slice(0,150) + \"...\";\n",
+       "                                                }\n",
+       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
+       "                                                div.innerHTML = text;\n",
+       "                                            }\n",
+       "                                            grid.appendChild(div);\n",
+       "                                        }\n",
+       "                                    table_index430598ec8c3b4f3fb500dc8b3fd52e1d = table_index430598ec8c3b4f3fb500dc8b3fd52e1d + 1;\n",
+       "                                    })\n",
+       "                                }\n",
+       "                    }\n",
+       "                    paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d = paginate430598ec8c3b4f3fb500dc8b3fd52e1d(element430598ec8c3b4f3fb500dc8b3fd52e1d, page_size430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
+       "                    buildGrid430598ec8c3b4f3fb500dc8b3fd52e1d(paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d, 1)\n",
+       "                    document.getElementById('total430598ec8c3b4f3fb500dc8b3fd52e1d').innerText = \"Total: \" + element430598ec8c3b4f3fb500dc8b3fd52e1d.length\n",
+       "                </script>\n",
+       "            </div>\n",
+       "            <div id='pag430598ec8c3b4f3fb500dc8b3fd52e1d' class='paginationContainer'>\n",
+       "                <script>\n",
+       "                    function buildPaginationContainer430598ec8c3b4f3fb500dc8b3fd52e1d(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag430598ec8c3b4f3fb500dc8b3fd52e1d\");\n",
+       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
+       "                                  let div = document.createElement(\"div\");\n",
+       "                                  div.classList.add('page');\n",
+       "                                  if(i===0) div.style.color = \"gray\";\n",
+       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
+       "                                  div.onclick = function(event) {\n",
+       "                                      let indexes = document.getElementsByClassName('page');\n",
+       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
+       "                                      event.target.style.color = \"gray\";\n",
+       "                                      setPage430598ec8c3b4f3fb500dc8b3fd52e1d(i + 1);\n",
+       "                                  };\n",
+       "                                  div.innerText = i + 1;\n",
+       "                                  pageContainer.appendChild(div);\n",
+       "                            }\n",
+       "                    }\n",
+       "\n",
+       "                    function setPage430598ec8c3b4f3fb500dc8b3fd52e1d(newPage){\n",
+       "                        pageIndex = newPage\n",
+       "                        resetById430598ec8c3b4f3fb500dc8b3fd52e1d('table430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                        buildGrid430598ec8c3b4f3fb500dc8b3fd52e1d(paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d, pageIndex)\n",
+       "                    }\n",
+       "\n",
+       "                    buildPaginationContainer430598ec8c3b4f3fb500dc8b3fd52e1d(paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
+       "                </script>\n",
+       "            </div>\n",
+       "        </div>\n",
+       "    </div>\n",
+       "    </div>\n"
+      ],
+      "text/plain": [
+       "[CreateDatasetEvent(id=<UID: d675c49149044c4fbe878a187da83a6e>, creator=<UID: 754197672f0a4d4abfa010b017a57f61>, creation_date=datetime.datetime(2024, 1, 16, 18, 20, 26, 487516), dataset_id=<UID: 903b391a7258441eb213087dd4fa1389>, mock='def', real=LinkedObject(id=<UID: fe7b802c240349b8b07b3e0783367f1a>, node_id=<UID: 754197672f0a4d4abfa010b017a57f61>, obj_id=<UID: 903b391a7258441eb213087dd4fa1389>), description='blabla')]"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "node_low.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "e20d5dee",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "dict_keys([<UID: 903b391a7258441eb213087dd4fa1389>])\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(node_low.store.keys())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "c470bba0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert node_high.store.keys() == node_low.store.keys()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1da3f904",
+   "metadata": {},
+   "source": [
+    "# Sync 2:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "a1612222",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# node_high.store"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f0026d2b",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "9fd1c20a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# node_high.update_dataset()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6dc3e422",
+   "metadata": {},
+   "source": [
+    "SCENARIOS\n",
+    "- create a dataset and sync\n",
+    "  - should create the dataset object on both sides\n",
+    "- both update the same property (conflict)\n",
+    "- both update a different property (no conflict)\n",
+    "- code approval should have same state\n",
+    "- code execution should be approved"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f95403d9",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.16"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": true
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

From ad6ad7ee830ad0d703d1a53bf228faa07ac82475 Mon Sep 17 00:00:00 2001
From: Koen van der Veen <koenlennartvanderveen@gmail.com>
Date: Tue, 23 Jan 2024 10:45:05 +0100
Subject: [PATCH 3/9] -

---
 .../append-only-event-log-prototype.ipynb     | 3491 +++++++++++++++--
 1 file changed, 3219 insertions(+), 272 deletions(-)

diff --git a/notebooks/helm/append-only-event-log-prototype.ipynb b/notebooks/helm/append-only-event-log-prototype.ipynb
index 1783a7be2f3..902f6a544e5 100644
--- a/notebooks/helm/append-only-event-log-prototype.ipynb
+++ b/notebooks/helm/append-only-event-log-prototype.ipynb
@@ -5,18 +5,29 @@
    "execution_count": 1,
    "id": "fb5821ba",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft/notebooks\n"
+     ]
+    }
+   ],
    "source": [
     "# stdlib\n",
     "from datetime import datetime\n",
-    "from typing import Any\n",
-    "from typing import Dict\n",
-    "from typing import List\n",
-    "from typing import Optional\n",
+    "from typing import Any, Dict, List, Optional\n",
+    "from pydantic import Field\n",
     "\n",
     "# syft absolute\n",
     "from syft import UID\n",
-    "from syft.types.base import SyftBaseModel"
+    "from syft.types.base import SyftBaseModel\n",
+    "from typing import ClassVar\n",
+    "from typing import Type\n",
+    "from pydantic import Field\n",
+    "from collections import defaultdict\n",
+    "from copy import deepcopy"
    ]
   },
   {
@@ -27,11 +38,7 @@
    "outputs": [],
    "source": [
     "class MyBaseModel(SyftBaseModel):\n",
-    "    id: UID\n",
-    "\n",
-    "    def __init__(self, id=None, *args, **kwargs):\n",
-    "        id = UID() if id is None else id\n",
-    "        super().__init__(*args, id=id, **kwargs)"
+    "    id: UID = Field(default_factory=lambda: UID())"
    ]
   },
   {
@@ -43,7 +50,7 @@
    "source": [
     "class Event(MyBaseModel):\n",
     "    creator: UID\n",
-    "    creation_date: datetime = datetime.now()\n",
+    "    creation_date: datetime = Field(default_factory=lambda:datetime.now())\n",
     "\n",
     "    def handler(self, node):\n",
     "        method_name = event_handler_registry[self.__class__.__name__]\n",
@@ -89,6 +96,18 @@
   {
    "cell_type": "code",
    "execution_count": 7,
+   "id": "db4dcff1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class UserCode(MyBaseModel):\n",
+    "    code: str\n",
+    "    approved: bool = False"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
    "id": "0de045c1",
    "metadata": {},
    "outputs": [],
@@ -103,7 +122,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "id": "046f5d49",
    "metadata": {},
    "outputs": [],
@@ -111,6 +130,67 @@
     "event_handler_registry = {}"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "013b13e0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# class CUDObjectEvent(Event):\n",
+    "#     object_type: ClassVar[Type]\n",
+    "# #     object_type: Optional[ClassVar[Type]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "1241f9dc",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class CRUDEvent(Event):\n",
+    "    object_type: ClassVar[Type] = Type\n",
+    "    object_id: UID   \n",
+    "        \n",
+    "    @property\n",
+    "    def merge_updates_repr(self):\n",
+    "        return f\"{self.updates} for object {self.object_id} by {self.creator}\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "7edf812f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class CreateObjectEvent(CRUDEvent):\n",
+    "    @property\n",
+    "    def updated_properties(self):\n",
+    "        return list(self.object_type.__annotations__.keys())\n",
+    "    \n",
+    "    @property\n",
+    "    def updates(self):\n",
+    "        return {p: getattr(self, p) for p in self.updated_properties}\n",
+    "    \n",
+    "    @property\n",
+    "    def update_tuples(self):\n",
+    "        return list(self.updates.items())\n",
+    "\n",
+    "\n",
+    "class UpdateObjectEvent(CRUDEvent):\n",
+    "    updates: Dict[str, Any]\n",
+    "        \n",
+    "    @property\n",
+    "    def updated_properties(self):\n",
+    "        return list(self.updates.keys())\n",
+    "    \n",
+    "    @property\n",
+    "    def update_tuples(self):\n",
+    "        return list(self.updates.items())\n"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "6b286e05",
@@ -121,13 +201,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 13,
    "id": "1a5b494a",
    "metadata": {},
    "outputs": [],
    "source": [
-    "class CreateDatasetEvent(Event):\n",
-    "    dataset_id: UID\n",
+    "class CreateDatasetEvent(CreateObjectEvent):\n",
+    "    object_type: ClassVar[Type] = Dataset\n",
     "    mock: Any\n",
     "    real: LinkedObject\n",
     "    description: str\n",
@@ -136,27 +216,68 @@
     "    def execute(self, node):\n",
     "        handler = self.handler(node)\n",
     "        handler(\n",
-    "            dataset_id=self.dataset_id,\n",
+    "            object_id=self.real.obj_id,\n",
     "            mock=self.mock,\n",
     "            real=self.real,\n",
     "            description=self.description,\n",
-    "        )"
+    "        )\n",
+    "        "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 14,
    "id": "5860ff66",
    "metadata": {},
    "outputs": [],
    "source": [
-    "class UpdateDatasetEvent(Event):\n",
-    "    dataset_id: UID\n",
-    "    updates: Dict[str, Any]\n",
+    "class UpdateDatasetEvent(UpdateObjectEvent):\n",
+    "    object_type: ClassVar[Type] = Dataset\n",
+    "    object_id: UID\n",
     "\n",
     "    def execute(self, node):\n",
     "        handler = self.handler(node)\n",
-    "        handler(dataset_id=self.dataset_id, updates=updates)"
+    "        handler(object_id=self.object_id, updates=self.updates)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "6e7d0062",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class CreateUserCodeEvent(CreateObjectEvent):\n",
+    "    object_type: ClassVar[Type] = UserCode\n",
+    "    code: UserCode\n",
+    "        \n",
+    "    def execute(self, node):\n",
+    "        handler = self.handler(node)\n",
+    "        handler(\n",
+    "            code=self.code\n",
+    "        )\n",
+    "        "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "3e9fec5c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class ApproveUserCodeEvent(Event):\n",
+    "    object_type: ClassVar[Type] = UserCode\n",
+    "    code_id: UID\n",
+    "    value: bool\n",
+    "        \n",
+    "    def execute(self, node):\n",
+    "        handler = self.handler(node)\n",
+    "        handler(\n",
+    "            self.code_id,\n",
+    "            self.value\n",
+    "        )\n",
+    "        "
    ]
   },
   {
@@ -169,37 +290,64 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 17,
    "id": "929c0793",
    "metadata": {},
    "outputs": [],
    "source": [
     "class Node(MyBaseModel):\n",
-    "    event_log: EventLog\n",
-    "    store: Dict[UID, Any]\n",
-    "    private_store: Dict[UID, Any]\n",
+    "    event_log: EventLog = EventLog()\n",
+    "    store: Dict[UID, Any] = {}\n",
+    "    private_store: Dict[UID, Any] = {}\n",
+    "          \n",
+    "    def apply_log(self, log):\n",
+    "        self.store = {}\n",
+    "        self.event_log = deepcopy(log)\n",
     "\n",
-    "    def __init__(self, *args, **kwargs):\n",
-    "        event_log = EventLog()\n",
-    "        store = {}\n",
-    "        private_store = {}\n",
-    "        super().__init__(\n",
-    "            *args,\n",
-    "            private_store=private_store,\n",
-    "            store=store,\n",
-    "            event_log=event_log,\n",
-    "            **kwargs,\n",
+    "        for event in self.event_log.log:\n",
+    "            event.execute(self)\n",
+    "            \n",
+    "            \n",
+    "    def create_usercode(self, usercode: str):\n",
+    "        \n",
+    "        obj = UserCode(code=usercode)\n",
+    "        event= CreateUserCodeEvent(\n",
+    "            code=obj,\n",
+    "            object_id=obj.id,\n",
+    "            creator=self.id\n",
     "        )\n",
+    "        self.event_log.log.append(event)\n",
+    "        \n",
+    "        self._create_usercode(obj)\n",
+    "        return obj.id\n",
+    "        \n",
+    "    @register_event_handler(CreateUserCodeEvent)\n",
+    "    def _create_usercode(self,code):\n",
+    "        self.store[code.id] = code\n",
+    "        \n",
+    "        \n",
+    "    def approve_usercode(self, code_id: UID, to: bool):\n",
+    "        event = ApproveUserCodeEvent(\n",
+    "            code_id=code_id,\n",
+    "            creator=self.id,\n",
+    "            value=to\n",
+    "        )\n",
+    "        self.event_log.log.append(event)\n",
+    "        self._approve_usercode(code_id, to)\n",
+    "        \n",
+    "    @register_event_handler(ApproveUserCodeEvent)\n",
+    "    def _approve_usercode(self, code_id, to):\n",
+    "        self.store[code_id].approved=to\n",
     "\n",
     "    def create_dataset(self, mock: str, real: Optional[str], description: str):\n",
-    "        dataset_id = UID()\n",
+    "        object_id = UID()\n",
     "        real_id = UID()\n",
-    "        real_obj = LinkedObject(node_id=self.id, obj_id=dataset_id)\n",
+    "        real_obj = LinkedObject(node_id=self.id, obj_id=object_id)\n",
     "\n",
     "        self.private_store[real_id] = real\n",
     "\n",
     "        event = CreateDatasetEvent(\n",
-    "            dataset_id=dataset_id,\n",
+    "            object_id=object_id,\n",
     "            mock=mock,\n",
     "            real=real_obj,\n",
     "            description=description,\n",
@@ -207,29 +355,30 @@
     "        )\n",
     "\n",
     "        self.event_log.log.append(event)\n",
-    "        self._create_dataset(dataset_id, mock, real_obj, description)\n",
+    "        self._create_dataset(object_id, mock, real_obj, description)\n",
     "\n",
     "    @register_event_handler(CreateDatasetEvent)\n",
-    "    def _create_dataset(self, dataset_id, mock, real, description):\n",
-    "        dataset = Dataset(id=dataset_id, mock=mock, real=real, description=description)\n",
+    "    def _create_dataset(self, object_id, mock, real, description):\n",
+    "        dataset = Dataset(id=object_id, mock=mock, real=real, description=description)\n",
     "        self.store[dataset.id] = dataset\n",
     "\n",
     "    def update_dataset(self, id, updates):\n",
     "        event = UpdateDatasetEvent(\n",
-    "            dataset_id=id,\n",
+    "            object_id=id,\n",
     "            updates=updates,\n",
+    "            creator=self.id\n",
     "        )\n",
-    "        self.event_log.append(event)\n",
+    "        self.event_log.log.append(event)\n",
     "        self._update_dataset(id, updates)\n",
     "\n",
     "    @register_event_handler(UpdateDatasetEvent)\n",
-    "    def _update_dataset(self, id, updates):\n",
-    "        dataset = self.store[id]\n",
+    "    def _update_dataset(self, object_id, updates):\n",
+    "        dataset = self.store[object_id]\n",
     "\n",
-    "        for k, v in updates:\n",
+    "        for k, v in updates.items():\n",
     "            setattr(dataset, k, v)\n",
     "\n",
-    "        self.store[id] = dataset"
+    "        self.store[object_id] = dataset"
    ]
   },
   {
@@ -250,7 +399,104 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 18,
+   "id": "1df962ab",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class MergeState(SyftBaseModel):\n",
+    "    \n",
+    "    proposed_merge: List[Event]\n",
+    "    fork_idx: int\n",
+    "    new_log: List[Event] = []\n",
+    "        \n",
+    "    @property\n",
+    "    def current_merge_events(self):\n",
+    "        return self.new_log[self.fork_idx:]\n",
+    "\n",
+    "#     @property\n",
+    "#     def updates_since_fork(self):\n",
+    "#         updates_since_fork: Dict[UID, List[Event]] = defaultdict(list) \n",
+    "#         # {node_id -> {obj_id -> Event}}\n",
+    "#         for event in self.new_events:\n",
+    "#             updates_since_fork[e.creator] += [event]\n",
+    "#         return updates_since_fork\n",
+    "            \n",
+    "    def merge(self):\n",
+    "        self.new_log = self.proposed_merge[:self.fork_idx]\n",
+    "        for event in self.proposed_merge[self.fork_idx:]:\n",
+    "            if self.add_event(event):\n",
+    "                print(\"merge conflict\")\n",
+    "                \n",
+    "    def request_input(self, event, conflicting_event):\n",
+    "        s = input(f\"\"\"\n",
+    "            {event.object_id} was changed by {event.creator} and {conflicting_event.creator}\n",
+    "            Change 0: {event.merge_updates_repr}\n",
+    "            Change 1: {conflicting_event.merge_updates_repr}\n",
+    "            Type 0/1 to keep the corresponding change\n",
+    "            \"\"\")\n",
+    "        idx = int(s)\n",
+    "        assert idx in [0,1]\n",
+    "        return idx==1\n",
+    "\n",
+    "    def object_updates(self, object_id, exclude_node: UID):\n",
+    "#         other_node_ids = [node_id for node_id in self.updates_since_fork.keys()\n",
+    "#                           if node_id != event.creator]\n",
+    "#         other_events_updating_object = [e for i in other_node_ids for e in self.updates_since_fork[i]\n",
+    "#                                         if e.object_id == object_id]\n",
+    "        \n",
+    "        other_events_updating_object = [e for e in self.current_merge_events \n",
+    "                                        if e.object_id == object_id and e.creator != exclude_node]\n",
+    "        \n",
+    "        object_updates = {}\n",
+    "        \n",
+    "        for e in other_events_updating_object:\n",
+    "            for p in e.updated_properties:\n",
+    "                val = e.updates[p]\n",
+    "                object_updates[p] = (val, e)\n",
+    "                \n",
+    "        return object_updates\n",
+    "    \n",
+    "    def add_event(self, event):\n",
+    "        \n",
+    "        merge_object_updates = self.object_updates(event.object_id, exclude_node=event.creator)                \n",
+    "        # we want to find all the events from other nodes that updated the same object\n",
+    "        # then we want to find which properties they updated and to what value\n",
+    "        # if they updated the same property to a different value => merge conflict\n",
+    "        #(property, value) => event\n",
+    "        \n",
+    "        skip_current_event=False\n",
+    "        for prop, val in event.updates.items():\n",
+    "            \n",
+    "            if skip_current_event:\n",
+    "                continue\n",
+    "            # val -> event\n",
+    "            if prop not in merge_object_updates:\n",
+    "                continue\n",
+    "                \n",
+    "            other_val, other_event = merge_object_updates[prop]\n",
+    "            if other_val != val:\n",
+    "                conflicting_event = other_event\n",
+    "                skip_current_event = self.request_input(event, conflicting_event)\n",
+    "                skip_conflicting_event = not skip_current_event\n",
+    "                \n",
+    "                # merge strategies:\n",
+    "                # accept entire event, reject other event entirely\n",
+    "                # cherry pick per property\n",
+    "                \n",
+    "                if skip_conflicting_event:\n",
+    "                    print(\"skip conflicting event\")\n",
+    "                    # remove conflicting event from new_log\n",
+    "                    self.new_log = [e for e in self.new_log if e.id != conflicting_event.id]\n",
+    "        \n",
+    "        if not skip_current_event:\n",
+    "            self.new_log += [event]\n",
+    "                    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
    "id": "994cbe25",
    "metadata": {},
    "outputs": [],
@@ -268,27 +514,16 @@
     "\n",
     "    branch1 = log1[fork_idx:]\n",
     "    branch2 = log2[fork_idx:]\n",
-    "\n",
-    "    proposed_merge = sorted(branch1 + branch2, key=lambda e: e.creation_date)\n",
-    "    #     print(log1[:fork_idx])\n",
-    "    #     print(branch1)\n",
-    "    #     print(branch2)\n",
-    "    # todo: fix conflicts\n",
-    "\n",
-    "    new_events = log1[:fork_idx] + proposed_merge\n",
-    "    new_log = EventLog(log=new_events)\n",
-    "\n",
-    "    node_low.event_log = new_log\n",
-    "\n",
-    "    # go back to fork state\n",
-    "    # this means either: cleaning the store and the event store and replaying all\n",
-    "    node_low.store = {}\n",
-    "    #     state_at_fork = node_low.event_states[fork_idx]\n",
-    "\n",
-    "    for event in node_low.event_log.log:\n",
-    "        event.execute(node_low)\n",
-    "\n",
-    "    node_high.event_log = new_log\n",
+    "    \n",
+    "    proposed_merge = log1[:fork_idx] + sorted(branch1 + branch2, key=lambda e: e.creation_date)\n",
+    "    print(f\"proposed merge (before merging): {proposed_merge}\")\n",
+    "    merge_state = MergeState(fork_idx=fork_idx, proposed_merge=proposed_merge)\n",
+    "    merge_state.merge()\n",
+    "        \n",
+    "    new_log = EventLog(log=merge_state.new_log)\n",
+    "    \n",
+    "    node_low.apply_log(new_log)\n",
+    "    node_high.apply_log(new_log)\n",
     "\n",
     "    assert all(\n",
     "        [x == y for x, y in zip(node_low.event_log.log, node_high.event_log.log)]\n",
@@ -300,13 +535,13 @@
    "id": "90c96310",
    "metadata": {},
    "source": [
-    "# Sync 1: create dataset"
+    "# Sync 1: create dataset and sync"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
-   "id": "a1b7e47b",
+   "execution_count": 20,
+   "id": "617b84e9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -316,7 +551,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 21,
    "id": "92d5f2f1",
    "metadata": {},
    "outputs": [],
@@ -326,7 +561,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 22,
    "id": "78f19bf5",
    "metadata": {},
    "outputs": [
@@ -536,7 +771,7 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-tablef8168d48eb1e461498d11530d73f5622 {\n",
+       "    .grid-table7d4a31735a3f4329b24ea19722ee1b14 {\n",
        "        display:grid;\n",
        "        grid-template-columns: 1fr repeat(4, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
@@ -708,25 +943,25 @@
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menuf8168d48eb1e461498d11530d73f5622' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-contentf8168d48eb1e461498d11530d73f5622')\n",
+       "                        <div id='search-menu7d4a31735a3f4329b24ea19722ee1b14' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content7d4a31735a3f4329b24ea19722ee1b14')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-contentf8168d48eb1e461498d11530d73f5622' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-content7d4a31735a3f4329b24ea19722ee1b14' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var elementf8168d48eb1e461498d11530d73f5622 = [{\"id\": {\"value\": \"d675c49149044c4fbe878a187da83a6e\", \"type\": \"clipboard\"}}]\n",
-       "                                var page_sizef8168d48eb1e461498d11530d73f5622 = 1\n",
-       "                                var pageIndexf8168d48eb1e461498d11530d73f5622 = 1\n",
-       "                                var paginatedElementsf8168d48eb1e461498d11530d73f5622 = []\n",
-       "                                var activeFilterf8168d48eb1e461498d11530d73f5622;\n",
+       "                                var element7d4a31735a3f4329b24ea19722ee1b14 = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}}]\n",
+       "                                var page_size7d4a31735a3f4329b24ea19722ee1b14 = 1\n",
+       "                                var pageIndex7d4a31735a3f4329b24ea19722ee1b14 = 1\n",
+       "                                var paginatedElements7d4a31735a3f4329b24ea19722ee1b14 = []\n",
+       "                                var activeFilter7d4a31735a3f4329b24ea19722ee1b14;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-contentf8168d48eb1e461498d11530d73f5622')\n",
+       "                                    let menu = document.getElementById('search-dropdown-content7d4a31735a3f4329b24ea19722ee1b14')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -736,10 +971,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filterf8168d48eb1e461498d11530d73f5622').innerText = attr;\n",
-       "                                                activeFilterf8168d48eb1e461498d11530d73f5622 = attr;\n",
+       "                                                document.getElementById('menu-active-filter7d4a31735a3f4329b24ea19722ee1b14').innerText = attr;\n",
+       "                                                activeFilter7d4a31735a3f4329b24ea19722ee1b14 = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-contentf8168d48eb1e461498d11530d73f5622'\n",
+       "                                                    'search-dropdown-content7d4a31735a3f4329b24ea19722ee1b14'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -749,30 +984,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menuf8168d48eb1e461498d11530d73f5622')\n",
+       "                                    let dropdown_field = document.getElementById('search-menu7d4a31735a3f4329b24ea19722ee1b14')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filterf8168d48eb1e461498d11530d73f5622')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter7d4a31735a3f4329b24ea19722ee1b14')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilterf8168d48eb1e461498d11530d73f5622 = init_filter;\n",
+       "                                    activeFilter7d4a31735a3f4329b24ea19722ee1b14 = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(elementf8168d48eb1e461498d11530d73f5622)\n",
+       "                                buildDropDownMenu(element7d4a31735a3f4329b24ea19722ee1b14)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKeyf8168d48eb1e461498d11530d73f5622' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKey7d4a31735a3f4329b24ea19722ee1b14' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGridf8168d48eb1e461498d11530d73f5622(elementf8168d48eb1e461498d11530d73f5622)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid7d4a31735a3f4329b24ea19722ee1b14(element7d4a31735a3f4329b24ea19722ee1b14)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='totalf8168d48eb1e461498d11530d73f5622'>0</h4></div>\n",
+       "                <div><h4 id='total7d4a31735a3f4329b24ea19722ee1b14'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='tablef8168d48eb1e461498d11530d73f5622' class='grid-tablef8168d48eb1e461498d11530d73f5622' style='margin-top: 25px;'>\n",
+       "            <div id='table7d4a31735a3f4329b24ea19722ee1b14' class='grid-table7d4a31735a3f4329b24ea19722ee1b14' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginatef8168d48eb1e461498d11530d73f5622(arr, size) {\n",
+       "                    function paginate7d4a31735a3f4329b24ea19722ee1b14(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -782,44 +1017,44 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGridf8168d48eb1e461498d11530d73f5622(elements){\n",
-       "                        let searchKey = document.getElementById('searchKeyf8168d48eb1e461498d11530d73f5622').value;\n",
+       "                    function searchGrid7d4a31735a3f4329b24ea19722ee1b14(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey7d4a31735a3f4329b24ea19722ee1b14').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilterf8168d48eb1e461498d11530d73f5622]\n",
+       "                                let property = element[activeFilter7d4a31735a3f4329b24ea19722ee1b14]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilterf8168d48eb1e461498d11530d73f5622].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilter7d4a31735a3f4329b24ea19722ee1b14].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilterf8168d48eb1e461498d11530d73f5622].toString() === searchKey;\n",
+       "                                    return element[activeFilter7d4a31735a3f4329b24ea19722ee1b14].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilterf8168d48eb1e461498d11530d73f5622] === searchKey;\n",
+       "                                    return element[activeFilter7d4a31735a3f4329b24ea19722ee1b14] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetByIdf8168d48eb1e461498d11530d73f5622('tablef8168d48eb1e461498d11530d73f5622');\n",
-       "                        resetByIdf8168d48eb1e461498d11530d73f5622('pagf8168d48eb1e461498d11530d73f5622');\n",
-       "                        result = paginatef8168d48eb1e461498d11530d73f5622(result, page_sizef8168d48eb1e461498d11530d73f5622)\n",
-       "                        paginatedElementsf8168d48eb1e461498d11530d73f5622 = result\n",
-       "                        buildGridf8168d48eb1e461498d11530d73f5622(result,pageIndexf8168d48eb1e461498d11530d73f5622);\n",
-       "                        buildPaginationContainerf8168d48eb1e461498d11530d73f5622(result);\n",
+       "                        resetById7d4a31735a3f4329b24ea19722ee1b14('table7d4a31735a3f4329b24ea19722ee1b14');\n",
+       "                        resetById7d4a31735a3f4329b24ea19722ee1b14('pag7d4a31735a3f4329b24ea19722ee1b14');\n",
+       "                        result = paginate7d4a31735a3f4329b24ea19722ee1b14(result, page_size7d4a31735a3f4329b24ea19722ee1b14)\n",
+       "                        paginatedElements7d4a31735a3f4329b24ea19722ee1b14 = result\n",
+       "                        buildGrid7d4a31735a3f4329b24ea19722ee1b14(result,pageIndex7d4a31735a3f4329b24ea19722ee1b14);\n",
+       "                        buildPaginationContainer7d4a31735a3f4329b24ea19722ee1b14(result);\n",
        "                    }\n",
        "\n",
-       "                    function resetByIdf8168d48eb1e461498d11530d73f5622(id){\n",
+       "                    function resetById7d4a31735a3f4329b24ea19722ee1b14(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGridf8168d48eb1e461498d11530d73f5622(items, pageIndex){\n",
-       "                                let headers = Object.keys(elementf8168d48eb1e461498d11530d73f5622[0]);\n",
+       "                    function buildGrid7d4a31735a3f4329b24ea19722ee1b14(items, pageIndex){\n",
+       "                                let headers = Object.keys(element7d4a31735a3f4329b24ea19722ee1b14[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"tablef8168d48eb1e461498d11530d73f5622\");\n",
+       "                                let grid = document.getElementById(\"table7d4a31735a3f4329b24ea19722ee1b14\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
@@ -833,13 +1068,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_indexf8168d48eb1e461498d11530d73f5622 = ((pageIndex - 1) * page_sizef8168d48eb1e461498d11530d73f5622)\n",
+       "                                    let table_index7d4a31735a3f4329b24ea19722ee1b14 = ((pageIndex - 1) * page_size7d4a31735a3f4329b24ea19722ee1b14)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"tablef8168d48eb1e461498d11530d73f5622\");\n",
+       "                                        let grid = document.getElementById(\"table7d4a31735a3f4329b24ea19722ee1b14\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_indexf8168d48eb1e461498d11530d73f5622;\n",
+       "                                        divIndex.innerText = table_index7d4a31735a3f4329b24ea19722ee1b14;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -897,19 +1132,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_indexf8168d48eb1e461498d11530d73f5622 = table_indexf8168d48eb1e461498d11530d73f5622 + 1;\n",
+       "                                    table_index7d4a31735a3f4329b24ea19722ee1b14 = table_index7d4a31735a3f4329b24ea19722ee1b14 + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElementsf8168d48eb1e461498d11530d73f5622 = paginatef8168d48eb1e461498d11530d73f5622(elementf8168d48eb1e461498d11530d73f5622, page_sizef8168d48eb1e461498d11530d73f5622)\n",
-       "                    buildGridf8168d48eb1e461498d11530d73f5622(paginatedElementsf8168d48eb1e461498d11530d73f5622, 1)\n",
-       "                    document.getElementById('totalf8168d48eb1e461498d11530d73f5622').innerText = \"Total: \" + elementf8168d48eb1e461498d11530d73f5622.length\n",
+       "                    paginatedElements7d4a31735a3f4329b24ea19722ee1b14 = paginate7d4a31735a3f4329b24ea19722ee1b14(element7d4a31735a3f4329b24ea19722ee1b14, page_size7d4a31735a3f4329b24ea19722ee1b14)\n",
+       "                    buildGrid7d4a31735a3f4329b24ea19722ee1b14(paginatedElements7d4a31735a3f4329b24ea19722ee1b14, 1)\n",
+       "                    document.getElementById('total7d4a31735a3f4329b24ea19722ee1b14').innerText = \"Total: \" + element7d4a31735a3f4329b24ea19722ee1b14.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pagf8168d48eb1e461498d11530d73f5622' class='paginationContainer'>\n",
+       "            <div id='pag7d4a31735a3f4329b24ea19722ee1b14' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainerf8168d48eb1e461498d11530d73f5622(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pagf8168d48eb1e461498d11530d73f5622\");\n",
+       "                    function buildPaginationContainer7d4a31735a3f4329b24ea19722ee1b14(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag7d4a31735a3f4329b24ea19722ee1b14\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -919,20 +1154,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPagef8168d48eb1e461498d11530d73f5622(i + 1);\n",
+       "                                      setPage7d4a31735a3f4329b24ea19722ee1b14(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPagef8168d48eb1e461498d11530d73f5622(newPage){\n",
+       "                    function setPage7d4a31735a3f4329b24ea19722ee1b14(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetByIdf8168d48eb1e461498d11530d73f5622('tablef8168d48eb1e461498d11530d73f5622')\n",
-       "                        buildGridf8168d48eb1e461498d11530d73f5622(paginatedElementsf8168d48eb1e461498d11530d73f5622, pageIndex)\n",
+       "                        resetById7d4a31735a3f4329b24ea19722ee1b14('table7d4a31735a3f4329b24ea19722ee1b14')\n",
+       "                        buildGrid7d4a31735a3f4329b24ea19722ee1b14(paginatedElements7d4a31735a3f4329b24ea19722ee1b14, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainerf8168d48eb1e461498d11530d73f5622(paginatedElementsf8168d48eb1e461498d11530d73f5622)\n",
+       "                    buildPaginationContainer7d4a31735a3f4329b24ea19722ee1b14(paginatedElements7d4a31735a3f4329b24ea19722ee1b14)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -940,10 +1175,10 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "[CreateDatasetEvent(id=<UID: d675c49149044c4fbe878a187da83a6e>, creator=<UID: 754197672f0a4d4abfa010b017a57f61>, creation_date=datetime.datetime(2024, 1, 16, 18, 20, 26, 487516), dataset_id=<UID: 903b391a7258441eb213087dd4fa1389>, mock='def', real=LinkedObject(id=<UID: fe7b802c240349b8b07b3e0783367f1a>, node_id=<UID: 754197672f0a4d4abfa010b017a57f61>, obj_id=<UID: 903b391a7258441eb213087dd4fa1389>), description='blabla')]"
+       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla')]"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -954,17 +1189,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 23,
    "id": "085c71ab",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla')]\n"
+     ]
+    }
+   ],
    "source": [
     "sync(node_high, node_low)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 24,
    "id": "1c8ead28",
    "metadata": {},
    "outputs": [
@@ -1174,7 +1417,7 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-table430598ec8c3b4f3fb500dc8b3fd52e1d {\n",
+       "    .grid-table4536ada1bdb848ffbaa910afe47b946d {\n",
        "        display:grid;\n",
        "        grid-template-columns: 1fr repeat(4, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
@@ -1346,25 +1589,25 @@
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu430598ec8c3b4f3fb500dc8b3fd52e1d' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                        <div id='search-menu4536ada1bdb848ffbaa910afe47b946d' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content4536ada1bdb848ffbaa910afe47b946d')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-content430598ec8c3b4f3fb500dc8b3fd52e1d' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-content4536ada1bdb848ffbaa910afe47b946d' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var element430598ec8c3b4f3fb500dc8b3fd52e1d = [{\"id\": {\"value\": \"d675c49149044c4fbe878a187da83a6e\", \"type\": \"clipboard\"}}]\n",
-       "                                var page_size430598ec8c3b4f3fb500dc8b3fd52e1d = 1\n",
-       "                                var pageIndex430598ec8c3b4f3fb500dc8b3fd52e1d = 1\n",
-       "                                var paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d = []\n",
-       "                                var activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d;\n",
+       "                                var element4536ada1bdb848ffbaa910afe47b946d = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}}]\n",
+       "                                var page_size4536ada1bdb848ffbaa910afe47b946d = 1\n",
+       "                                var pageIndex4536ada1bdb848ffbaa910afe47b946d = 1\n",
+       "                                var paginatedElements4536ada1bdb848ffbaa910afe47b946d = []\n",
+       "                                var activeFilter4536ada1bdb848ffbaa910afe47b946d;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                                    let menu = document.getElementById('search-dropdown-content4536ada1bdb848ffbaa910afe47b946d')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -1374,10 +1617,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter430598ec8c3b4f3fb500dc8b3fd52e1d').innerText = attr;\n",
-       "                                                activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d = attr;\n",
+       "                                                document.getElementById('menu-active-filter4536ada1bdb848ffbaa910afe47b946d').innerText = attr;\n",
+       "                                                activeFilter4536ada1bdb848ffbaa910afe47b946d = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content430598ec8c3b4f3fb500dc8b3fd52e1d'\n",
+       "                                                    'search-dropdown-content4536ada1bdb848ffbaa910afe47b946d'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -1387,30 +1630,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                                    let dropdown_field = document.getElementById('search-menu4536ada1bdb848ffbaa910afe47b946d')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter4536ada1bdb848ffbaa910afe47b946d')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d = init_filter;\n",
+       "                                    activeFilter4536ada1bdb848ffbaa910afe47b946d = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(element430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
+       "                                buildDropDownMenu(element4536ada1bdb848ffbaa910afe47b946d)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKey430598ec8c3b4f3fb500dc8b3fd52e1d' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKey4536ada1bdb848ffbaa910afe47b946d' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid430598ec8c3b4f3fb500dc8b3fd52e1d(element430598ec8c3b4f3fb500dc8b3fd52e1d)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid4536ada1bdb848ffbaa910afe47b946d(element4536ada1bdb848ffbaa910afe47b946d)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='total430598ec8c3b4f3fb500dc8b3fd52e1d'>0</h4></div>\n",
+       "                <div><h4 id='total4536ada1bdb848ffbaa910afe47b946d'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='table430598ec8c3b4f3fb500dc8b3fd52e1d' class='grid-table430598ec8c3b4f3fb500dc8b3fd52e1d' style='margin-top: 25px;'>\n",
+       "            <div id='table4536ada1bdb848ffbaa910afe47b946d' class='grid-table4536ada1bdb848ffbaa910afe47b946d' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginate430598ec8c3b4f3fb500dc8b3fd52e1d(arr, size) {\n",
+       "                    function paginate4536ada1bdb848ffbaa910afe47b946d(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -1420,44 +1663,44 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGrid430598ec8c3b4f3fb500dc8b3fd52e1d(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey430598ec8c3b4f3fb500dc8b3fd52e1d').value;\n",
+       "                    function searchGrid4536ada1bdb848ffbaa910afe47b946d(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey4536ada1bdb848ffbaa910afe47b946d').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d]\n",
+       "                                let property = element[activeFilter4536ada1bdb848ffbaa910afe47b946d]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilter4536ada1bdb848ffbaa910afe47b946d].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d].toString() === searchKey;\n",
+       "                                    return element[activeFilter4536ada1bdb848ffbaa910afe47b946d].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilter430598ec8c3b4f3fb500dc8b3fd52e1d] === searchKey;\n",
+       "                                    return element[activeFilter4536ada1bdb848ffbaa910afe47b946d] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetById430598ec8c3b4f3fb500dc8b3fd52e1d('table430598ec8c3b4f3fb500dc8b3fd52e1d');\n",
-       "                        resetById430598ec8c3b4f3fb500dc8b3fd52e1d('pag430598ec8c3b4f3fb500dc8b3fd52e1d');\n",
-       "                        result = paginate430598ec8c3b4f3fb500dc8b3fd52e1d(result, page_size430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
-       "                        paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d = result\n",
-       "                        buildGrid430598ec8c3b4f3fb500dc8b3fd52e1d(result,pageIndex430598ec8c3b4f3fb500dc8b3fd52e1d);\n",
-       "                        buildPaginationContainer430598ec8c3b4f3fb500dc8b3fd52e1d(result);\n",
+       "                        resetById4536ada1bdb848ffbaa910afe47b946d('table4536ada1bdb848ffbaa910afe47b946d');\n",
+       "                        resetById4536ada1bdb848ffbaa910afe47b946d('pag4536ada1bdb848ffbaa910afe47b946d');\n",
+       "                        result = paginate4536ada1bdb848ffbaa910afe47b946d(result, page_size4536ada1bdb848ffbaa910afe47b946d)\n",
+       "                        paginatedElements4536ada1bdb848ffbaa910afe47b946d = result\n",
+       "                        buildGrid4536ada1bdb848ffbaa910afe47b946d(result,pageIndex4536ada1bdb848ffbaa910afe47b946d);\n",
+       "                        buildPaginationContainer4536ada1bdb848ffbaa910afe47b946d(result);\n",
        "                    }\n",
        "\n",
-       "                    function resetById430598ec8c3b4f3fb500dc8b3fd52e1d(id){\n",
+       "                    function resetById4536ada1bdb848ffbaa910afe47b946d(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGrid430598ec8c3b4f3fb500dc8b3fd52e1d(items, pageIndex){\n",
-       "                                let headers = Object.keys(element430598ec8c3b4f3fb500dc8b3fd52e1d[0]);\n",
+       "                    function buildGrid4536ada1bdb848ffbaa910afe47b946d(items, pageIndex){\n",
+       "                                let headers = Object.keys(element4536ada1bdb848ffbaa910afe47b946d[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"table430598ec8c3b4f3fb500dc8b3fd52e1d\");\n",
+       "                                let grid = document.getElementById(\"table4536ada1bdb848ffbaa910afe47b946d\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
@@ -1471,13 +1714,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_index430598ec8c3b4f3fb500dc8b3fd52e1d = ((pageIndex - 1) * page_size430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
+       "                                    let table_index4536ada1bdb848ffbaa910afe47b946d = ((pageIndex - 1) * page_size4536ada1bdb848ffbaa910afe47b946d)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table430598ec8c3b4f3fb500dc8b3fd52e1d\");\n",
+       "                                        let grid = document.getElementById(\"table4536ada1bdb848ffbaa910afe47b946d\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index430598ec8c3b4f3fb500dc8b3fd52e1d;\n",
+       "                                        divIndex.innerText = table_index4536ada1bdb848ffbaa910afe47b946d;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -1535,19 +1778,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_index430598ec8c3b4f3fb500dc8b3fd52e1d = table_index430598ec8c3b4f3fb500dc8b3fd52e1d + 1;\n",
+       "                                    table_index4536ada1bdb848ffbaa910afe47b946d = table_index4536ada1bdb848ffbaa910afe47b946d + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d = paginate430598ec8c3b4f3fb500dc8b3fd52e1d(element430598ec8c3b4f3fb500dc8b3fd52e1d, page_size430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
-       "                    buildGrid430598ec8c3b4f3fb500dc8b3fd52e1d(paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d, 1)\n",
-       "                    document.getElementById('total430598ec8c3b4f3fb500dc8b3fd52e1d').innerText = \"Total: \" + element430598ec8c3b4f3fb500dc8b3fd52e1d.length\n",
+       "                    paginatedElements4536ada1bdb848ffbaa910afe47b946d = paginate4536ada1bdb848ffbaa910afe47b946d(element4536ada1bdb848ffbaa910afe47b946d, page_size4536ada1bdb848ffbaa910afe47b946d)\n",
+       "                    buildGrid4536ada1bdb848ffbaa910afe47b946d(paginatedElements4536ada1bdb848ffbaa910afe47b946d, 1)\n",
+       "                    document.getElementById('total4536ada1bdb848ffbaa910afe47b946d').innerText = \"Total: \" + element4536ada1bdb848ffbaa910afe47b946d.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pag430598ec8c3b4f3fb500dc8b3fd52e1d' class='paginationContainer'>\n",
+       "            <div id='pag4536ada1bdb848ffbaa910afe47b946d' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainer430598ec8c3b4f3fb500dc8b3fd52e1d(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag430598ec8c3b4f3fb500dc8b3fd52e1d\");\n",
+       "                    function buildPaginationContainer4536ada1bdb848ffbaa910afe47b946d(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag4536ada1bdb848ffbaa910afe47b946d\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -1557,20 +1800,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage430598ec8c3b4f3fb500dc8b3fd52e1d(i + 1);\n",
+       "                                      setPage4536ada1bdb848ffbaa910afe47b946d(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPage430598ec8c3b4f3fb500dc8b3fd52e1d(newPage){\n",
+       "                    function setPage4536ada1bdb848ffbaa910afe47b946d(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetById430598ec8c3b4f3fb500dc8b3fd52e1d('table430598ec8c3b4f3fb500dc8b3fd52e1d')\n",
-       "                        buildGrid430598ec8c3b4f3fb500dc8b3fd52e1d(paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d, pageIndex)\n",
+       "                        resetById4536ada1bdb848ffbaa910afe47b946d('table4536ada1bdb848ffbaa910afe47b946d')\n",
+       "                        buildGrid4536ada1bdb848ffbaa910afe47b946d(paginatedElements4536ada1bdb848ffbaa910afe47b946d, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainer430598ec8c3b4f3fb500dc8b3fd52e1d(paginatedElements430598ec8c3b4f3fb500dc8b3fd52e1d)\n",
+       "                    buildPaginationContainer4536ada1bdb848ffbaa910afe47b946d(paginatedElements4536ada1bdb848ffbaa910afe47b946d)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -1578,39 +1821,21 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "[CreateDatasetEvent(id=<UID: d675c49149044c4fbe878a187da83a6e>, creator=<UID: 754197672f0a4d4abfa010b017a57f61>, creation_date=datetime.datetime(2024, 1, 16, 18, 20, 26, 487516), dataset_id=<UID: 903b391a7258441eb213087dd4fa1389>, mock='def', real=LinkedObject(id=<UID: fe7b802c240349b8b07b3e0783367f1a>, node_id=<UID: 754197672f0a4d4abfa010b017a57f61>, obj_id=<UID: 903b391a7258441eb213087dd4fa1389>), description='blabla')]"
+       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla')]"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "node_low.event_log.log"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "e20d5dee",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "dict_keys([<UID: 903b391a7258441eb213087dd4fa1389>])\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(node_low.store.keys())"
+    "node_high.event_log.log"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 25,
    "id": "c470bba0",
    "metadata": {},
    "outputs": [],
@@ -1623,88 +1848,2810 @@
    "id": "1da3f904",
    "metadata": {},
    "source": [
-    "# Sync 2:"
+    "# Sync 2: both update same property to same value"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
-   "id": "a1612222",
+   "execution_count": 26,
+   "id": "7667a1b0",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# node_high.store"
+    "dataset = list(node_high.store.values())[0]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "f0026d2b",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "id": "9fd1c20a",
+   "execution_count": 27,
+   "id": "a1612222",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# node_high.update_dataset()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "6dc3e422",
-   "metadata": {},
-   "source": [
-    "SCENARIOS\n",
-    "- create a dataset and sync\n",
-    "  - should create the dataset object on both sides\n",
-    "- both update the same property (conflict)\n",
-    "- both update a different property (no conflict)\n",
-    "- code approval should have same state\n",
-    "- code execution should be approved"
+    "node_high.update_dataset(dataset.id, {\"description\": \"a\"})"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "f95403d9",
+   "execution_count": 28,
+   "id": "9a6cb619",
    "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<style>\n",
+       "  body[data-jp-theme-light='false'] {\n",
+       "        --primary-color: #111111;\n",
+       "        --secondary-color: #212121;\n",
+       "        --tertiary-color: #CFCDD6;\n",
+       "        --button-color: #111111;\n",
+       "  }\n",
+       "\n",
+       "  body {\n",
+       "        --primary-color: #ffffff;\n",
+       "        --secondary-color: #f5f5f5;\n",
+       "        --tertiary-color: #000000de;\n",
+       "        --button-color: #d1d5db;\n",
+       "  }\n",
+       "\n",
+       "  .header-1 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 2.0736em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-2 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.728em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-3 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size:  1.44em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "  .header-4 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.2em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 14px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph-sm {\n",
+       "        font-family: 'Roboto';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 11.62px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .code-text {\n",
+       "        font-family: 'Consolas';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 13px;\n",
+       "        line-height: 130%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .numbering-entry { display: none }\n",
+       "\n",
+       "    /* Tooltip container */\n",
+       "    .tooltip {\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
+       "    }\n",
+       "\n",
+       "    /* Tooltip text */\n",
+       "    .tooltip .tooltiptext {\n",
+       "        visibility: hidden;\n",
+       "        width: 120px;\n",
+       "        background-color: black;\n",
+       "        color: #fff;\n",
+       "        text-align: center;\n",
+       "        padding: 5px 0;\n",
+       "        border-radius: 6px;\n",
+       "\n",
+       "        /* Position the tooltip text - see examples below! */\n",
+       "        position: absolute;\n",
+       "        z-index: 1;\n",
+       "    }\n",
+       "\n",
+       "    .repr-cell {\n",
+       "      padding-top: 20px;\n",
+       "    }\n",
+       "\n",
+       "    .text-bold {\n",
+       "        font-weight: bold;\n",
+       "    }\n",
+       "\n",
+       "    .pr-8 {\n",
+       "        padding-right: 8px;\n",
+       "    }\n",
+       "    .pt-8 {\n",
+       "        padding-top: 8px;\n",
+       "    }\n",
+       "    .pl-8 {\n",
+       "        padding-left: 8px;\n",
+       "    }\n",
+       "    .pb-8 {\n",
+       "        padding-bottom: 8px;\n",
+       "    }\n",
+       "\n",
+       "    .py-25{\n",
+       "        padding-top: 25px;\n",
+       "        padding-bottom: 25px;\n",
+       "    }\n",
+       "\n",
+       "    .flex {\n",
+       "        display: flex;\n",
+       "    }\n",
+       "\n",
+       "    .gap-10 {\n",
+       "        gap: 10px;\n",
+       "    }\n",
+       "    .items-center{\n",
+       "        align-items: center;\n",
+       "    }\n",
+       "\n",
+       "    .folder-icon {\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-input{\n",
+       "        display: flex;\n",
+       "        flex-direction: row;\n",
+       "        align-items: center;\n",
+       "        padding: 8px 12px;\n",
+       "        width: 343px;\n",
+       "        height: 24px;\n",
+       "        /* Lt On Surface/Low */\n",
+       "        background-color: var(--secondary-color);\n",
+       "        border-radius: 30px;\n",
+       "\n",
+       "        /* Lt On Surface/Highest */\n",
+       "        color: var(--tertiary-color);\n",
+       "        border:none;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 0;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "    .search-input:focus {\n",
+       "        outline: none;\n",
+       "    }\n",
+       "        .search-input:focus::placeholder,\n",
+       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
+       "        color: var(--tertiary-color);\n",
+       "        opacity: 1; /* Firefox */\n",
+       "    }\n",
+       "\n",
+       "    .search-button{\n",
+       "        /* Search */\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        text-align: center;\n",
+       "\n",
+       "        /* Primary/On Light */\n",
+       "        background-color: var(--button-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "\n",
+       "        border-radius: 30px;\n",
+       "        border-color: var(--secondary-color);\n",
+       "        border-style: solid;\n",
+       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
+       "        cursor: pointer;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 1;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "\n",
+       "    .grid-tablef18861bcfebc4f38b3562162126e044c {\n",
+       "        display:grid;\n",
+       "        grid-template-columns: 1fr repeat(8, 1fr);\n",
+       "        grid-template-rows: repeat(2, 1fr);\n",
+       "        overflow-x: auto;\n",
+       "    }\n",
+       "\n",
+       "    .grid-std-cells {\n",
+       "        grid-column: span 4;\n",
+       "\n",
+       "    }\n",
+       "    .grid-index-cells {\n",
+       "        grid-column: span 1;\n",
+       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color) !important;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-header {\n",
+       "        /* Auto layout */\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: center;\n",
+       "        padding: 6px 4px;\n",
+       "\n",
+       "        /* Lt On Surface/Surface */\n",
+       "        /* Lt On Surface/High */\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        /* tmp fix to make header stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-row {\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: flex-start;\n",
+       "        padding: 6px 4px;\n",
+       "        overflow: hidden;\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .badge {\n",
+       "        code-text;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .badge-blue {\n",
+       "        badge;\n",
+       "        background-color: #C2DEF0;\n",
+       "        color: #1F567A;\n",
+       "    }\n",
+       "\n",
+       "    .badge-purple {\n",
+       "        badge;\n",
+       "        background-color: #C9CFE8;\n",
+       "        color: #373B7B;\n",
+       "    }\n",
+       "\n",
+       "    .badge-green {\n",
+       "        badge;\n",
+       "\n",
+       "        /* Success/Container */\n",
+       "        background-color: #D5F1D5;\n",
+       "        color: #256B24;\n",
+       "    }\n",
+       "\n",
+       "    .badge-red {\n",
+       "        badge;\n",
+       "        background-color: #F2D9DE;\n",
+       "        color: #9B2737;\n",
+       "    }\n",
+       "\n",
+       "    .badge-gray {\n",
+       "        badge;\n",
+       "        background-color: #ECEBEF;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .paginationContainer{\n",
+       "        width: 100%;\n",
+       "        height: 30px;\n",
+       "        display: flex;\n",
+       "        justify-content: center;\n",
+       "        gap: 8px;\n",
+       "        padding: 5px;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .page{\n",
+       "        color: black;\n",
+       "        font-weight: bold;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .page:hover {\n",
+       "      color: #38bdf8;\n",
+       "      cursor: pointer;\n",
+       "    }\n",
+       "    .clipboard:hover{\n",
+       "        cursor: pointer;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-field {\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        border-radius: 30px;\n",
+       "        background-color: var(--secondary-color);\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown {\n",
+       "        margin: 5px;\n",
+       "        margin-left: 5px;\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        text-align: center;\n",
+       "        background-color: var(--button-color);\n",
+       "        min-width: 100px;\n",
+       "        padding: 2px;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown:hover {\n",
+       "        cursor: pointer;\n",
+       "    }\n",
+       "    .syft-dropdown-content {\n",
+       "        margin-top:26px;\n",
+       "        display: none;\n",
+       "        position: absolute;\n",
+       "        min-width: 100px;\n",
+       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
+       "        padding: 12px 6px;\n",
+       "        z-index: 1;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .dd-options {\n",
+       "        padding-top: 4px;\n",
+       "    }\n",
+       "    .dd-options:first-of-type {\n",
+       "        padding-top: 0px;\n",
+       "    }\n",
+       "\n",
+       "    .dd-options:hover {\n",
+       "        cursor: pointer;\n",
+       "        background: #d1d5db;\n",
+       "    }\n",
+       "    .arrow {\n",
+       "        border: solid black;\n",
+       "        border-width: 0 3px 3px 0;\n",
+       "        display: inline-block;\n",
+       "        padding: 3px;\n",
+       "    }\n",
+       "    .down {\n",
+       "        transform: rotate(45deg);\n",
+       "        -webkit-transform: rotate(45deg);\n",
+       "    }\n",
+       "</style>\n",
+       "\n",
+       "\n",
+       "    <div style='margin-top:15px;'>\n",
+       "        <div class='flex gap-10' style='align-items: center;'>\n",
+       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
+       "            <div><p class='header-3'> List</p></div>\n",
+       "        </div>\n",
+       "\n",
+       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
+       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
+       "                    <div class=\"search-field\">\n",
+       "                        <div id='search-menuf18861bcfebc4f38b3562162126e044c' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-contentf18861bcfebc4f38b3562162126e044c')\n",
+       "                            if (doc.style.display === 'block'){\n",
+       "                                doc.style.display = 'none'\n",
+       "                            } else {\n",
+       "                                doc.style.display = 'block'\n",
+       "                            }\n",
+       "                            }\">\n",
+       "                            <div id='search-dropdown-contentf18861bcfebc4f38b3562162126e044c' class='syft-dropdown-content'></div>\n",
+       "                            <script>\n",
+       "                                var elementf18861bcfebc4f38b3562162126e044c = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"c53f962e77b247f5b90eac6e5d67643b\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
+       "                                var page_sizef18861bcfebc4f38b3562162126e044c = 2\n",
+       "                                var pageIndexf18861bcfebc4f38b3562162126e044c = 1\n",
+       "                                var paginatedElementsf18861bcfebc4f38b3562162126e044c = []\n",
+       "                                var activeFilterf18861bcfebc4f38b3562162126e044c;\n",
+       "\n",
+       "                                function buildDropDownMenu(elements){\n",
+       "                                    let init_filter;\n",
+       "                                    let menu = document.getElementById('search-dropdown-contentf18861bcfebc4f38b3562162126e044c')\n",
+       "                                    if (elements.length > 0) {\n",
+       "                                        let sample = elements[0]\n",
+       "                                        for (const attr in sample) {\n",
+       "                                            if (typeof init_filter === 'undefined'){\n",
+       "                                                init_filter = attr;\n",
+       "                                            }\n",
+       "                                            let content = document.createElement('div');\n",
+       "                                            content.onclick = function(event) {\n",
+       "                                                event.stopPropagation()\n",
+       "                                                document.getElementById('menu-active-filterf18861bcfebc4f38b3562162126e044c').innerText = attr;\n",
+       "                                                activeFilterf18861bcfebc4f38b3562162126e044c = attr;\n",
+       "                                                document.getElementById(\n",
+       "                                                    'search-dropdown-contentf18861bcfebc4f38b3562162126e044c'\n",
+       "                                                ).style.display= 'none';\n",
+       "                                            }\n",
+       "                                            content.classList.add(\"dd-options\");\n",
+       "                                            content.innerText = attr;\n",
+       "                                            menu.appendChild(content);\n",
+       "                                        }\n",
+       "                                    } else {\n",
+       "                                        let init_filter = '---'\n",
+       "                                    }\n",
+       "                                    let dropdown_field = document.getElementById('search-menuf18861bcfebc4f38b3562162126e044c')\n",
+       "                                    let span = document.createElement('span')\n",
+       "                                    span.setAttribute('id', 'menu-active-filterf18861bcfebc4f38b3562162126e044c')\n",
+       "                                    span.innerText = init_filter\n",
+       "                                    activeFilterf18861bcfebc4f38b3562162126e044c = init_filter;\n",
+       "                                    dropdown_field.appendChild(span)\n",
+       "                                }\n",
+       "\n",
+       "                                buildDropDownMenu(elementf18861bcfebc4f38b3562162126e044c)\n",
+       "                            </script>\n",
+       "                        </div>\n",
+       "                        <input id='searchKeyf18861bcfebc4f38b3562162126e044c' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                    </div>\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGridf18861bcfebc4f38b3562162126e044c(elementf18861bcfebc4f38b3562162126e044c)\">\n",
+       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
+       "                        <span class='pl-8'>Search</span>\n",
+       "                    </button>\n",
+       "                </div>\n",
+       "\n",
+       "                <div><h4 id='totalf18861bcfebc4f38b3562162126e044c'>0</h4></div>\n",
+       "            </div>\n",
+       "            <div id='tablef18861bcfebc4f38b3562162126e044c' class='grid-tablef18861bcfebc4f38b3562162126e044c' style='margin-top: 25px;'>\n",
+       "                <script>\n",
+       "                    function paginatef18861bcfebc4f38b3562162126e044c(arr, size) {\n",
+       "                        const res = [];\n",
+       "                        for (let i = 0; i < arr.length; i += size) {\n",
+       "                            const chunk = arr.slice(i, i + size);\n",
+       "                            res.push(chunk);\n",
+       "                        }\n",
+       "\n",
+       "                        return res;\n",
+       "                    }\n",
+       "\n",
+       "                    function searchGridf18861bcfebc4f38b3562162126e044c(elements){\n",
+       "                        let searchKey = document.getElementById('searchKeyf18861bcfebc4f38b3562162126e044c').value;\n",
+       "                        let result;\n",
+       "                        if (searchKey === ''){\n",
+       "                            result = elements;\n",
+       "                        } else {\n",
+       "                            result = elements.filter((element) => {\n",
+       "                                let property = element[activeFilterf18861bcfebc4f38b3562162126e044c]\n",
+       "                                if (typeof property === 'object' && property !== null){\n",
+       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (typeof property === 'string' ) {\n",
+       "                                    return element[activeFilterf18861bcfebc4f38b3562162126e044c].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (property !== null ) {\n",
+       "                                    return element[activeFilterf18861bcfebc4f38b3562162126e044c].toString() === searchKey;\n",
+       "                                } else {\n",
+       "                                    return element[activeFilterf18861bcfebc4f38b3562162126e044c] === searchKey;\n",
+       "                                }\n",
+       "                            } );\n",
+       "                        }\n",
+       "                        resetByIdf18861bcfebc4f38b3562162126e044c('tablef18861bcfebc4f38b3562162126e044c');\n",
+       "                        resetByIdf18861bcfebc4f38b3562162126e044c('pagf18861bcfebc4f38b3562162126e044c');\n",
+       "                        result = paginatef18861bcfebc4f38b3562162126e044c(result, page_sizef18861bcfebc4f38b3562162126e044c)\n",
+       "                        paginatedElementsf18861bcfebc4f38b3562162126e044c = result\n",
+       "                        buildGridf18861bcfebc4f38b3562162126e044c(result,pageIndexf18861bcfebc4f38b3562162126e044c);\n",
+       "                        buildPaginationContainerf18861bcfebc4f38b3562162126e044c(result);\n",
+       "                    }\n",
+       "\n",
+       "                    function resetByIdf18861bcfebc4f38b3562162126e044c(id){\n",
+       "                        let element = document.getElementById(id);\n",
+       "                        while (element.firstChild) {\n",
+       "                          element.removeChild(element.firstChild);\n",
+       "                        }\n",
+       "                    }\n",
+       "\n",
+       "                    function buildGridf18861bcfebc4f38b3562162126e044c(items, pageIndex){\n",
+       "                                let headers = Object.keys(elementf18861bcfebc4f38b3562162126e044c[0]);\n",
+       "\n",
+       "                                let grid = document.getElementById(\"tablef18861bcfebc4f38b3562162126e044c\");\n",
+       "                                let div = document.createElement(\"div\");\n",
+       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
+       "                                grid.appendChild(div);\n",
+       "                                headers.forEach((title) =>{\n",
+       "                                    let div = document.createElement(\"div\");\n",
+       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
+       "                                    div.innerText = title;\n",
+       "\n",
+       "                                    grid.appendChild(div);\n",
+       "                                });\n",
+       "\n",
+       "                                let page = items[pageIndex -1]\n",
+       "                                if (page !== 'undefine'){\n",
+       "                                    let table_indexf18861bcfebc4f38b3562162126e044c = ((pageIndex - 1) * page_sizef18861bcfebc4f38b3562162126e044c)\n",
+       "                                    page.forEach((item) => {\n",
+       "                                        let grid = document.getElementById(\"tablef18861bcfebc4f38b3562162126e044c\");\n",
+       "                                        // Add new index value in index cells\n",
+       "                                        let divIndex = document.createElement(\"div\");\n",
+       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
+       "                                        divIndex.innerText = table_indexf18861bcfebc4f38b3562162126e044c;\n",
+       "                                        grid.appendChild(divIndex);\n",
+       "\n",
+       "                                        // Iterate over the actual obj\n",
+       "                                        for (const attr in item) {\n",
+       "                                            let div = document.createElement(\"div\");\n",
+       "                                            if (typeof item[attr] === 'object'\n",
+       "                                                && item[attr] !== null\n",
+       "                                                && item[attr].hasOwnProperty('type')) {\n",
+       "                                                if (item[attr].type.includes('badge')){\n",
+       "                                                    let badge_div = document.createElement(\"div\");\n",
+       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
+       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
+       "                                                    div.appendChild(badge_div);\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                } else if (item[attr].type === \"clipboard\") {\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "\n",
+       "                                                    // Create clipboard div\n",
+       "                                                    let clipboard_div = document.createElement('div');\n",
+       "                                                    clipboard_div.style.display= 'flex';\n",
+       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
+       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
+       "\n",
+       "                                                    let id_text = document.createElement('div');\n",
+       "                                                    if (item[attr].value == \"None\"){\n",
+       "                                                        id_text.innerText = \"None\";\n",
+       "                                                    }\n",
+       "                                                    else{\n",
+       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
+       "                                                    }\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(id_text);\n",
+       "                                                    let clipboard_img = document.createElement('div');\n",
+       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
+       "                                                    div.onclick = function() {\n",
+       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
+       "                                                    };\n",
+       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(clipboard_img);\n",
+       "                                                    div.appendChild(clipboard_div);\n",
+       "                                                }\n",
+       "                                            } else{\n",
+       "                                                div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                if (item[attr] == null) {\n",
+       "                                                    text = ' '\n",
+       "                                                } else {\n",
+       "                                                    text = String(item[attr])\n",
+       "                                                }\n",
+       "                                                if (text.length > 150){\n",
+       "                                                    text = text.slice(0,150) + \"...\";\n",
+       "                                                }\n",
+       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
+       "                                                div.innerHTML = text;\n",
+       "                                            }\n",
+       "                                            grid.appendChild(div);\n",
+       "                                        }\n",
+       "                                    table_indexf18861bcfebc4f38b3562162126e044c = table_indexf18861bcfebc4f38b3562162126e044c + 1;\n",
+       "                                    })\n",
+       "                                }\n",
+       "                    }\n",
+       "                    paginatedElementsf18861bcfebc4f38b3562162126e044c = paginatef18861bcfebc4f38b3562162126e044c(elementf18861bcfebc4f38b3562162126e044c, page_sizef18861bcfebc4f38b3562162126e044c)\n",
+       "                    buildGridf18861bcfebc4f38b3562162126e044c(paginatedElementsf18861bcfebc4f38b3562162126e044c, 1)\n",
+       "                    document.getElementById('totalf18861bcfebc4f38b3562162126e044c').innerText = \"Total: \" + elementf18861bcfebc4f38b3562162126e044c.length\n",
+       "                </script>\n",
+       "            </div>\n",
+       "            <div id='pagf18861bcfebc4f38b3562162126e044c' class='paginationContainer'>\n",
+       "                <script>\n",
+       "                    function buildPaginationContainerf18861bcfebc4f38b3562162126e044c(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pagf18861bcfebc4f38b3562162126e044c\");\n",
+       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
+       "                                  let div = document.createElement(\"div\");\n",
+       "                                  div.classList.add('page');\n",
+       "                                  if(i===0) div.style.color = \"gray\";\n",
+       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
+       "                                  div.onclick = function(event) {\n",
+       "                                      let indexes = document.getElementsByClassName('page');\n",
+       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
+       "                                      event.target.style.color = \"gray\";\n",
+       "                                      setPagef18861bcfebc4f38b3562162126e044c(i + 1);\n",
+       "                                  };\n",
+       "                                  div.innerText = i + 1;\n",
+       "                                  pageContainer.appendChild(div);\n",
+       "                            }\n",
+       "                    }\n",
+       "\n",
+       "                    function setPagef18861bcfebc4f38b3562162126e044c(newPage){\n",
+       "                        pageIndex = newPage\n",
+       "                        resetByIdf18861bcfebc4f38b3562162126e044c('tablef18861bcfebc4f38b3562162126e044c')\n",
+       "                        buildGridf18861bcfebc4f38b3562162126e044c(paginatedElementsf18861bcfebc4f38b3562162126e044c, pageIndex)\n",
+       "                    }\n",
+       "\n",
+       "                    buildPaginationContainerf18861bcfebc4f38b3562162126e044c(paginatedElementsf18861bcfebc4f38b3562162126e044c)\n",
+       "                </script>\n",
+       "            </div>\n",
+       "        </div>\n",
+       "    </div>\n",
+       "    </div>\n"
+      ],
+      "text/plain": [
+       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'),\n",
+       " UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "node_high.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "255afa6a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "node_low.update_dataset(dataset.id, {\"description\": \"a\"})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "ecdcc143",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<style>\n",
+       "  body[data-jp-theme-light='false'] {\n",
+       "        --primary-color: #111111;\n",
+       "        --secondary-color: #212121;\n",
+       "        --tertiary-color: #CFCDD6;\n",
+       "        --button-color: #111111;\n",
+       "  }\n",
+       "\n",
+       "  body {\n",
+       "        --primary-color: #ffffff;\n",
+       "        --secondary-color: #f5f5f5;\n",
+       "        --tertiary-color: #000000de;\n",
+       "        --button-color: #d1d5db;\n",
+       "  }\n",
+       "\n",
+       "  .header-1 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 2.0736em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-2 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.728em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-3 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size:  1.44em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "  .header-4 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.2em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 14px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph-sm {\n",
+       "        font-family: 'Roboto';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 11.62px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .code-text {\n",
+       "        font-family: 'Consolas';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 13px;\n",
+       "        line-height: 130%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .numbering-entry { display: none }\n",
+       "\n",
+       "    /* Tooltip container */\n",
+       "    .tooltip {\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
+       "    }\n",
+       "\n",
+       "    /* Tooltip text */\n",
+       "    .tooltip .tooltiptext {\n",
+       "        visibility: hidden;\n",
+       "        width: 120px;\n",
+       "        background-color: black;\n",
+       "        color: #fff;\n",
+       "        text-align: center;\n",
+       "        padding: 5px 0;\n",
+       "        border-radius: 6px;\n",
+       "\n",
+       "        /* Position the tooltip text - see examples below! */\n",
+       "        position: absolute;\n",
+       "        z-index: 1;\n",
+       "    }\n",
+       "\n",
+       "    .repr-cell {\n",
+       "      padding-top: 20px;\n",
+       "    }\n",
+       "\n",
+       "    .text-bold {\n",
+       "        font-weight: bold;\n",
+       "    }\n",
+       "\n",
+       "    .pr-8 {\n",
+       "        padding-right: 8px;\n",
+       "    }\n",
+       "    .pt-8 {\n",
+       "        padding-top: 8px;\n",
+       "    }\n",
+       "    .pl-8 {\n",
+       "        padding-left: 8px;\n",
+       "    }\n",
+       "    .pb-8 {\n",
+       "        padding-bottom: 8px;\n",
+       "    }\n",
+       "\n",
+       "    .py-25{\n",
+       "        padding-top: 25px;\n",
+       "        padding-bottom: 25px;\n",
+       "    }\n",
+       "\n",
+       "    .flex {\n",
+       "        display: flex;\n",
+       "    }\n",
+       "\n",
+       "    .gap-10 {\n",
+       "        gap: 10px;\n",
+       "    }\n",
+       "    .items-center{\n",
+       "        align-items: center;\n",
+       "    }\n",
+       "\n",
+       "    .folder-icon {\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-input{\n",
+       "        display: flex;\n",
+       "        flex-direction: row;\n",
+       "        align-items: center;\n",
+       "        padding: 8px 12px;\n",
+       "        width: 343px;\n",
+       "        height: 24px;\n",
+       "        /* Lt On Surface/Low */\n",
+       "        background-color: var(--secondary-color);\n",
+       "        border-radius: 30px;\n",
+       "\n",
+       "        /* Lt On Surface/Highest */\n",
+       "        color: var(--tertiary-color);\n",
+       "        border:none;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 0;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "    .search-input:focus {\n",
+       "        outline: none;\n",
+       "    }\n",
+       "        .search-input:focus::placeholder,\n",
+       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
+       "        color: var(--tertiary-color);\n",
+       "        opacity: 1; /* Firefox */\n",
+       "    }\n",
+       "\n",
+       "    .search-button{\n",
+       "        /* Search */\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        text-align: center;\n",
+       "\n",
+       "        /* Primary/On Light */\n",
+       "        background-color: var(--button-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "\n",
+       "        border-radius: 30px;\n",
+       "        border-color: var(--secondary-color);\n",
+       "        border-style: solid;\n",
+       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
+       "        cursor: pointer;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 1;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "\n",
+       "    .grid-table8d88d7cd8eb74d4fb4c74bdef9f1d5a1 {\n",
+       "        display:grid;\n",
+       "        grid-template-columns: 1fr repeat(8, 1fr);\n",
+       "        grid-template-rows: repeat(2, 1fr);\n",
+       "        overflow-x: auto;\n",
+       "    }\n",
+       "\n",
+       "    .grid-std-cells {\n",
+       "        grid-column: span 4;\n",
+       "\n",
+       "    }\n",
+       "    .grid-index-cells {\n",
+       "        grid-column: span 1;\n",
+       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color) !important;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-header {\n",
+       "        /* Auto layout */\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: center;\n",
+       "        padding: 6px 4px;\n",
+       "\n",
+       "        /* Lt On Surface/Surface */\n",
+       "        /* Lt On Surface/High */\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        /* tmp fix to make header stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-row {\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: flex-start;\n",
+       "        padding: 6px 4px;\n",
+       "        overflow: hidden;\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .badge {\n",
+       "        code-text;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .badge-blue {\n",
+       "        badge;\n",
+       "        background-color: #C2DEF0;\n",
+       "        color: #1F567A;\n",
+       "    }\n",
+       "\n",
+       "    .badge-purple {\n",
+       "        badge;\n",
+       "        background-color: #C9CFE8;\n",
+       "        color: #373B7B;\n",
+       "    }\n",
+       "\n",
+       "    .badge-green {\n",
+       "        badge;\n",
+       "\n",
+       "        /* Success/Container */\n",
+       "        background-color: #D5F1D5;\n",
+       "        color: #256B24;\n",
+       "    }\n",
+       "\n",
+       "    .badge-red {\n",
+       "        badge;\n",
+       "        background-color: #F2D9DE;\n",
+       "        color: #9B2737;\n",
+       "    }\n",
+       "\n",
+       "    .badge-gray {\n",
+       "        badge;\n",
+       "        background-color: #ECEBEF;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .paginationContainer{\n",
+       "        width: 100%;\n",
+       "        height: 30px;\n",
+       "        display: flex;\n",
+       "        justify-content: center;\n",
+       "        gap: 8px;\n",
+       "        padding: 5px;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .page{\n",
+       "        color: black;\n",
+       "        font-weight: bold;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .page:hover {\n",
+       "      color: #38bdf8;\n",
+       "      cursor: pointer;\n",
+       "    }\n",
+       "    .clipboard:hover{\n",
+       "        cursor: pointer;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-field {\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        border-radius: 30px;\n",
+       "        background-color: var(--secondary-color);\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown {\n",
+       "        margin: 5px;\n",
+       "        margin-left: 5px;\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        text-align: center;\n",
+       "        background-color: var(--button-color);\n",
+       "        min-width: 100px;\n",
+       "        padding: 2px;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown:hover {\n",
+       "        cursor: pointer;\n",
+       "    }\n",
+       "    .syft-dropdown-content {\n",
+       "        margin-top:26px;\n",
+       "        display: none;\n",
+       "        position: absolute;\n",
+       "        min-width: 100px;\n",
+       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
+       "        padding: 12px 6px;\n",
+       "        z-index: 1;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .dd-options {\n",
+       "        padding-top: 4px;\n",
+       "    }\n",
+       "    .dd-options:first-of-type {\n",
+       "        padding-top: 0px;\n",
+       "    }\n",
+       "\n",
+       "    .dd-options:hover {\n",
+       "        cursor: pointer;\n",
+       "        background: #d1d5db;\n",
+       "    }\n",
+       "    .arrow {\n",
+       "        border: solid black;\n",
+       "        border-width: 0 3px 3px 0;\n",
+       "        display: inline-block;\n",
+       "        padding: 3px;\n",
+       "    }\n",
+       "    .down {\n",
+       "        transform: rotate(45deg);\n",
+       "        -webkit-transform: rotate(45deg);\n",
+       "    }\n",
+       "</style>\n",
+       "\n",
+       "\n",
+       "    <div style='margin-top:15px;'>\n",
+       "        <div class='flex gap-10' style='align-items: center;'>\n",
+       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
+       "            <div><p class='header-3'> List</p></div>\n",
+       "        </div>\n",
+       "\n",
+       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
+       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
+       "                    <div class=\"search-field\">\n",
+       "                        <div id='search-menu8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                            if (doc.style.display === 'block'){\n",
+       "                                doc.style.display = 'none'\n",
+       "                            } else {\n",
+       "                                doc.style.display = 'block'\n",
+       "                            }\n",
+       "                            }\">\n",
+       "                            <div id='search-dropdown-content8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class='syft-dropdown-content'></div>\n",
+       "                            <script>\n",
+       "                                var element8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"c53f962e77b247f5b90eac6e5d67643b\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
+       "                                var page_size8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = 2\n",
+       "                                var pageIndex8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = 1\n",
+       "                                var paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = []\n",
+       "                                var activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1;\n",
+       "\n",
+       "                                function buildDropDownMenu(elements){\n",
+       "                                    let init_filter;\n",
+       "                                    let menu = document.getElementById('search-dropdown-content8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                                    if (elements.length > 0) {\n",
+       "                                        let sample = elements[0]\n",
+       "                                        for (const attr in sample) {\n",
+       "                                            if (typeof init_filter === 'undefined'){\n",
+       "                                                init_filter = attr;\n",
+       "                                            }\n",
+       "                                            let content = document.createElement('div');\n",
+       "                                            content.onclick = function(event) {\n",
+       "                                                event.stopPropagation()\n",
+       "                                                document.getElementById('menu-active-filter8d88d7cd8eb74d4fb4c74bdef9f1d5a1').innerText = attr;\n",
+       "                                                activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = attr;\n",
+       "                                                document.getElementById(\n",
+       "                                                    'search-dropdown-content8d88d7cd8eb74d4fb4c74bdef9f1d5a1'\n",
+       "                                                ).style.display= 'none';\n",
+       "                                            }\n",
+       "                                            content.classList.add(\"dd-options\");\n",
+       "                                            content.innerText = attr;\n",
+       "                                            menu.appendChild(content);\n",
+       "                                        }\n",
+       "                                    } else {\n",
+       "                                        let init_filter = '---'\n",
+       "                                    }\n",
+       "                                    let dropdown_field = document.getElementById('search-menu8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                                    let span = document.createElement('span')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                                    span.innerText = init_filter\n",
+       "                                    activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = init_filter;\n",
+       "                                    dropdown_field.appendChild(span)\n",
+       "                                }\n",
+       "\n",
+       "                                buildDropDownMenu(element8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
+       "                            </script>\n",
+       "                        </div>\n",
+       "                        <input id='searchKey8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                    </div>\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(element8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\">\n",
+       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
+       "                        <span class='pl-8'>Search</span>\n",
+       "                    </button>\n",
+       "                </div>\n",
+       "\n",
+       "                <div><h4 id='total8d88d7cd8eb74d4fb4c74bdef9f1d5a1'>0</h4></div>\n",
+       "            </div>\n",
+       "            <div id='table8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class='grid-table8d88d7cd8eb74d4fb4c74bdef9f1d5a1' style='margin-top: 25px;'>\n",
+       "                <script>\n",
+       "                    function paginate8d88d7cd8eb74d4fb4c74bdef9f1d5a1(arr, size) {\n",
+       "                        const res = [];\n",
+       "                        for (let i = 0; i < arr.length; i += size) {\n",
+       "                            const chunk = arr.slice(i, i + size);\n",
+       "                            res.push(chunk);\n",
+       "                        }\n",
+       "\n",
+       "                        return res;\n",
+       "                    }\n",
+       "\n",
+       "                    function searchGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey8d88d7cd8eb74d4fb4c74bdef9f1d5a1').value;\n",
+       "                        let result;\n",
+       "                        if (searchKey === ''){\n",
+       "                            result = elements;\n",
+       "                        } else {\n",
+       "                            result = elements.filter((element) => {\n",
+       "                                let property = element[activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1]\n",
+       "                                if (typeof property === 'object' && property !== null){\n",
+       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (typeof property === 'string' ) {\n",
+       "                                    return element[activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (property !== null ) {\n",
+       "                                    return element[activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1].toString() === searchKey;\n",
+       "                                } else {\n",
+       "                                    return element[activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1] === searchKey;\n",
+       "                                }\n",
+       "                            } );\n",
+       "                        }\n",
+       "                        resetById8d88d7cd8eb74d4fb4c74bdef9f1d5a1('table8d88d7cd8eb74d4fb4c74bdef9f1d5a1');\n",
+       "                        resetById8d88d7cd8eb74d4fb4c74bdef9f1d5a1('pag8d88d7cd8eb74d4fb4c74bdef9f1d5a1');\n",
+       "                        result = paginate8d88d7cd8eb74d4fb4c74bdef9f1d5a1(result, page_size8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
+       "                        paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = result\n",
+       "                        buildGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(result,pageIndex8d88d7cd8eb74d4fb4c74bdef9f1d5a1);\n",
+       "                        buildPaginationContainer8d88d7cd8eb74d4fb4c74bdef9f1d5a1(result);\n",
+       "                    }\n",
+       "\n",
+       "                    function resetById8d88d7cd8eb74d4fb4c74bdef9f1d5a1(id){\n",
+       "                        let element = document.getElementById(id);\n",
+       "                        while (element.firstChild) {\n",
+       "                          element.removeChild(element.firstChild);\n",
+       "                        }\n",
+       "                    }\n",
+       "\n",
+       "                    function buildGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(items, pageIndex){\n",
+       "                                let headers = Object.keys(element8d88d7cd8eb74d4fb4c74bdef9f1d5a1[0]);\n",
+       "\n",
+       "                                let grid = document.getElementById(\"table8d88d7cd8eb74d4fb4c74bdef9f1d5a1\");\n",
+       "                                let div = document.createElement(\"div\");\n",
+       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
+       "                                grid.appendChild(div);\n",
+       "                                headers.forEach((title) =>{\n",
+       "                                    let div = document.createElement(\"div\");\n",
+       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
+       "                                    div.innerText = title;\n",
+       "\n",
+       "                                    grid.appendChild(div);\n",
+       "                                });\n",
+       "\n",
+       "                                let page = items[pageIndex -1]\n",
+       "                                if (page !== 'undefine'){\n",
+       "                                    let table_index8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = ((pageIndex - 1) * page_size8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
+       "                                    page.forEach((item) => {\n",
+       "                                        let grid = document.getElementById(\"table8d88d7cd8eb74d4fb4c74bdef9f1d5a1\");\n",
+       "                                        // Add new index value in index cells\n",
+       "                                        let divIndex = document.createElement(\"div\");\n",
+       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
+       "                                        divIndex.innerText = table_index8d88d7cd8eb74d4fb4c74bdef9f1d5a1;\n",
+       "                                        grid.appendChild(divIndex);\n",
+       "\n",
+       "                                        // Iterate over the actual obj\n",
+       "                                        for (const attr in item) {\n",
+       "                                            let div = document.createElement(\"div\");\n",
+       "                                            if (typeof item[attr] === 'object'\n",
+       "                                                && item[attr] !== null\n",
+       "                                                && item[attr].hasOwnProperty('type')) {\n",
+       "                                                if (item[attr].type.includes('badge')){\n",
+       "                                                    let badge_div = document.createElement(\"div\");\n",
+       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
+       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
+       "                                                    div.appendChild(badge_div);\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                } else if (item[attr].type === \"clipboard\") {\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "\n",
+       "                                                    // Create clipboard div\n",
+       "                                                    let clipboard_div = document.createElement('div');\n",
+       "                                                    clipboard_div.style.display= 'flex';\n",
+       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
+       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
+       "\n",
+       "                                                    let id_text = document.createElement('div');\n",
+       "                                                    if (item[attr].value == \"None\"){\n",
+       "                                                        id_text.innerText = \"None\";\n",
+       "                                                    }\n",
+       "                                                    else{\n",
+       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
+       "                                                    }\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(id_text);\n",
+       "                                                    let clipboard_img = document.createElement('div');\n",
+       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
+       "                                                    div.onclick = function() {\n",
+       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
+       "                                                    };\n",
+       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(clipboard_img);\n",
+       "                                                    div.appendChild(clipboard_div);\n",
+       "                                                }\n",
+       "                                            } else{\n",
+       "                                                div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                if (item[attr] == null) {\n",
+       "                                                    text = ' '\n",
+       "                                                } else {\n",
+       "                                                    text = String(item[attr])\n",
+       "                                                }\n",
+       "                                                if (text.length > 150){\n",
+       "                                                    text = text.slice(0,150) + \"...\";\n",
+       "                                                }\n",
+       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
+       "                                                div.innerHTML = text;\n",
+       "                                            }\n",
+       "                                            grid.appendChild(div);\n",
+       "                                        }\n",
+       "                                    table_index8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = table_index8d88d7cd8eb74d4fb4c74bdef9f1d5a1 + 1;\n",
+       "                                    })\n",
+       "                                }\n",
+       "                    }\n",
+       "                    paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = paginate8d88d7cd8eb74d4fb4c74bdef9f1d5a1(element8d88d7cd8eb74d4fb4c74bdef9f1d5a1, page_size8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
+       "                    buildGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1, 1)\n",
+       "                    document.getElementById('total8d88d7cd8eb74d4fb4c74bdef9f1d5a1').innerText = \"Total: \" + element8d88d7cd8eb74d4fb4c74bdef9f1d5a1.length\n",
+       "                </script>\n",
+       "            </div>\n",
+       "            <div id='pag8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class='paginationContainer'>\n",
+       "                <script>\n",
+       "                    function buildPaginationContainer8d88d7cd8eb74d4fb4c74bdef9f1d5a1(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag8d88d7cd8eb74d4fb4c74bdef9f1d5a1\");\n",
+       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
+       "                                  let div = document.createElement(\"div\");\n",
+       "                                  div.classList.add('page');\n",
+       "                                  if(i===0) div.style.color = \"gray\";\n",
+       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
+       "                                  div.onclick = function(event) {\n",
+       "                                      let indexes = document.getElementsByClassName('page');\n",
+       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
+       "                                      event.target.style.color = \"gray\";\n",
+       "                                      setPage8d88d7cd8eb74d4fb4c74bdef9f1d5a1(i + 1);\n",
+       "                                  };\n",
+       "                                  div.innerText = i + 1;\n",
+       "                                  pageContainer.appendChild(div);\n",
+       "                            }\n",
+       "                    }\n",
+       "\n",
+       "                    function setPage8d88d7cd8eb74d4fb4c74bdef9f1d5a1(newPage){\n",
+       "                        pageIndex = newPage\n",
+       "                        resetById8d88d7cd8eb74d4fb4c74bdef9f1d5a1('table8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                        buildGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1, pageIndex)\n",
+       "                    }\n",
+       "\n",
+       "                    buildPaginationContainer8d88d7cd8eb74d4fb4c74bdef9f1d5a1(paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
+       "                </script>\n",
+       "            </div>\n",
+       "        </div>\n",
+       "    </div>\n",
+       "    </div>\n"
+      ],
+      "text/plain": [
+       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'),\n",
+       " UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "node_high.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "f0026d2b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# node_low.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "5ffaa011",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'), UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]\n"
+     ]
+    }
+   ],
+   "source": [
+    "sync(node_high, node_low)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "b89e3a76",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataset_high = list(node_high.store.values())[0]\n",
+    "dataset_low = list(node_low.store.values())[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "9f5abaf8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert dataset_high.description == dataset_low.description"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "96313e34",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<style>\n",
+       "  body[data-jp-theme-light='false'] {\n",
+       "        --primary-color: #111111;\n",
+       "        --secondary-color: #212121;\n",
+       "        --tertiary-color: #CFCDD6;\n",
+       "        --button-color: #111111;\n",
+       "  }\n",
+       "\n",
+       "  body {\n",
+       "        --primary-color: #ffffff;\n",
+       "        --secondary-color: #f5f5f5;\n",
+       "        --tertiary-color: #000000de;\n",
+       "        --button-color: #d1d5db;\n",
+       "  }\n",
+       "\n",
+       "  .header-1 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 2.0736em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-2 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.728em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-3 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size:  1.44em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "  .header-4 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.2em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 14px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph-sm {\n",
+       "        font-family: 'Roboto';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 11.62px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .code-text {\n",
+       "        font-family: 'Consolas';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 13px;\n",
+       "        line-height: 130%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .numbering-entry { display: none }\n",
+       "\n",
+       "    /* Tooltip container */\n",
+       "    .tooltip {\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
+       "    }\n",
+       "\n",
+       "    /* Tooltip text */\n",
+       "    .tooltip .tooltiptext {\n",
+       "        visibility: hidden;\n",
+       "        width: 120px;\n",
+       "        background-color: black;\n",
+       "        color: #fff;\n",
+       "        text-align: center;\n",
+       "        padding: 5px 0;\n",
+       "        border-radius: 6px;\n",
+       "\n",
+       "        /* Position the tooltip text - see examples below! */\n",
+       "        position: absolute;\n",
+       "        z-index: 1;\n",
+       "    }\n",
+       "\n",
+       "    .repr-cell {\n",
+       "      padding-top: 20px;\n",
+       "    }\n",
+       "\n",
+       "    .text-bold {\n",
+       "        font-weight: bold;\n",
+       "    }\n",
+       "\n",
+       "    .pr-8 {\n",
+       "        padding-right: 8px;\n",
+       "    }\n",
+       "    .pt-8 {\n",
+       "        padding-top: 8px;\n",
+       "    }\n",
+       "    .pl-8 {\n",
+       "        padding-left: 8px;\n",
+       "    }\n",
+       "    .pb-8 {\n",
+       "        padding-bottom: 8px;\n",
+       "    }\n",
+       "\n",
+       "    .py-25{\n",
+       "        padding-top: 25px;\n",
+       "        padding-bottom: 25px;\n",
+       "    }\n",
+       "\n",
+       "    .flex {\n",
+       "        display: flex;\n",
+       "    }\n",
+       "\n",
+       "    .gap-10 {\n",
+       "        gap: 10px;\n",
+       "    }\n",
+       "    .items-center{\n",
+       "        align-items: center;\n",
+       "    }\n",
+       "\n",
+       "    .folder-icon {\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-input{\n",
+       "        display: flex;\n",
+       "        flex-direction: row;\n",
+       "        align-items: center;\n",
+       "        padding: 8px 12px;\n",
+       "        width: 343px;\n",
+       "        height: 24px;\n",
+       "        /* Lt On Surface/Low */\n",
+       "        background-color: var(--secondary-color);\n",
+       "        border-radius: 30px;\n",
+       "\n",
+       "        /* Lt On Surface/Highest */\n",
+       "        color: var(--tertiary-color);\n",
+       "        border:none;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 0;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "    .search-input:focus {\n",
+       "        outline: none;\n",
+       "    }\n",
+       "        .search-input:focus::placeholder,\n",
+       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
+       "        color: var(--tertiary-color);\n",
+       "        opacity: 1; /* Firefox */\n",
+       "    }\n",
+       "\n",
+       "    .search-button{\n",
+       "        /* Search */\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        text-align: center;\n",
+       "\n",
+       "        /* Primary/On Light */\n",
+       "        background-color: var(--button-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "\n",
+       "        border-radius: 30px;\n",
+       "        border-color: var(--secondary-color);\n",
+       "        border-style: solid;\n",
+       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
+       "        cursor: pointer;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 1;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "\n",
+       "    .grid-table32803def46e942ae84a4c48a8fc0b494 {\n",
+       "        display:grid;\n",
+       "        grid-template-columns: 1fr repeat(8, 1fr);\n",
+       "        grid-template-rows: repeat(2, 1fr);\n",
+       "        overflow-x: auto;\n",
+       "    }\n",
+       "\n",
+       "    .grid-std-cells {\n",
+       "        grid-column: span 4;\n",
+       "\n",
+       "    }\n",
+       "    .grid-index-cells {\n",
+       "        grid-column: span 1;\n",
+       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color) !important;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-header {\n",
+       "        /* Auto layout */\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: center;\n",
+       "        padding: 6px 4px;\n",
+       "\n",
+       "        /* Lt On Surface/Surface */\n",
+       "        /* Lt On Surface/High */\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        /* tmp fix to make header stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-row {\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: flex-start;\n",
+       "        padding: 6px 4px;\n",
+       "        overflow: hidden;\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .badge {\n",
+       "        code-text;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .badge-blue {\n",
+       "        badge;\n",
+       "        background-color: #C2DEF0;\n",
+       "        color: #1F567A;\n",
+       "    }\n",
+       "\n",
+       "    .badge-purple {\n",
+       "        badge;\n",
+       "        background-color: #C9CFE8;\n",
+       "        color: #373B7B;\n",
+       "    }\n",
+       "\n",
+       "    .badge-green {\n",
+       "        badge;\n",
+       "\n",
+       "        /* Success/Container */\n",
+       "        background-color: #D5F1D5;\n",
+       "        color: #256B24;\n",
+       "    }\n",
+       "\n",
+       "    .badge-red {\n",
+       "        badge;\n",
+       "        background-color: #F2D9DE;\n",
+       "        color: #9B2737;\n",
+       "    }\n",
+       "\n",
+       "    .badge-gray {\n",
+       "        badge;\n",
+       "        background-color: #ECEBEF;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .paginationContainer{\n",
+       "        width: 100%;\n",
+       "        height: 30px;\n",
+       "        display: flex;\n",
+       "        justify-content: center;\n",
+       "        gap: 8px;\n",
+       "        padding: 5px;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .page{\n",
+       "        color: black;\n",
+       "        font-weight: bold;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .page:hover {\n",
+       "      color: #38bdf8;\n",
+       "      cursor: pointer;\n",
+       "    }\n",
+       "    .clipboard:hover{\n",
+       "        cursor: pointer;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-field {\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        border-radius: 30px;\n",
+       "        background-color: var(--secondary-color);\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown {\n",
+       "        margin: 5px;\n",
+       "        margin-left: 5px;\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        text-align: center;\n",
+       "        background-color: var(--button-color);\n",
+       "        min-width: 100px;\n",
+       "        padding: 2px;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown:hover {\n",
+       "        cursor: pointer;\n",
+       "    }\n",
+       "    .syft-dropdown-content {\n",
+       "        margin-top:26px;\n",
+       "        display: none;\n",
+       "        position: absolute;\n",
+       "        min-width: 100px;\n",
+       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
+       "        padding: 12px 6px;\n",
+       "        z-index: 1;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .dd-options {\n",
+       "        padding-top: 4px;\n",
+       "    }\n",
+       "    .dd-options:first-of-type {\n",
+       "        padding-top: 0px;\n",
+       "    }\n",
+       "\n",
+       "    .dd-options:hover {\n",
+       "        cursor: pointer;\n",
+       "        background: #d1d5db;\n",
+       "    }\n",
+       "    .arrow {\n",
+       "        border: solid black;\n",
+       "        border-width: 0 3px 3px 0;\n",
+       "        display: inline-block;\n",
+       "        padding: 3px;\n",
+       "    }\n",
+       "    .down {\n",
+       "        transform: rotate(45deg);\n",
+       "        -webkit-transform: rotate(45deg);\n",
+       "    }\n",
+       "</style>\n",
+       "\n",
+       "\n",
+       "    <div style='margin-top:15px;'>\n",
+       "        <div class='flex gap-10' style='align-items: center;'>\n",
+       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
+       "            <div><p class='header-3'> List</p></div>\n",
+       "        </div>\n",
+       "\n",
+       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
+       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
+       "                    <div class=\"search-field\">\n",
+       "                        <div id='search-menu32803def46e942ae84a4c48a8fc0b494' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content32803def46e942ae84a4c48a8fc0b494')\n",
+       "                            if (doc.style.display === 'block'){\n",
+       "                                doc.style.display = 'none'\n",
+       "                            } else {\n",
+       "                                doc.style.display = 'block'\n",
+       "                            }\n",
+       "                            }\">\n",
+       "                            <div id='search-dropdown-content32803def46e942ae84a4c48a8fc0b494' class='syft-dropdown-content'></div>\n",
+       "                            <script>\n",
+       "                                var element32803def46e942ae84a4c48a8fc0b494 = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"c53f962e77b247f5b90eac6e5d67643b\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}, {\"id\": {\"value\": \"2b3cf90527824a41ab41ce6b7a2f4107\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
+       "                                var page_size32803def46e942ae84a4c48a8fc0b494 = 3\n",
+       "                                var pageIndex32803def46e942ae84a4c48a8fc0b494 = 1\n",
+       "                                var paginatedElements32803def46e942ae84a4c48a8fc0b494 = []\n",
+       "                                var activeFilter32803def46e942ae84a4c48a8fc0b494;\n",
+       "\n",
+       "                                function buildDropDownMenu(elements){\n",
+       "                                    let init_filter;\n",
+       "                                    let menu = document.getElementById('search-dropdown-content32803def46e942ae84a4c48a8fc0b494')\n",
+       "                                    if (elements.length > 0) {\n",
+       "                                        let sample = elements[0]\n",
+       "                                        for (const attr in sample) {\n",
+       "                                            if (typeof init_filter === 'undefined'){\n",
+       "                                                init_filter = attr;\n",
+       "                                            }\n",
+       "                                            let content = document.createElement('div');\n",
+       "                                            content.onclick = function(event) {\n",
+       "                                                event.stopPropagation()\n",
+       "                                                document.getElementById('menu-active-filter32803def46e942ae84a4c48a8fc0b494').innerText = attr;\n",
+       "                                                activeFilter32803def46e942ae84a4c48a8fc0b494 = attr;\n",
+       "                                                document.getElementById(\n",
+       "                                                    'search-dropdown-content32803def46e942ae84a4c48a8fc0b494'\n",
+       "                                                ).style.display= 'none';\n",
+       "                                            }\n",
+       "                                            content.classList.add(\"dd-options\");\n",
+       "                                            content.innerText = attr;\n",
+       "                                            menu.appendChild(content);\n",
+       "                                        }\n",
+       "                                    } else {\n",
+       "                                        let init_filter = '---'\n",
+       "                                    }\n",
+       "                                    let dropdown_field = document.getElementById('search-menu32803def46e942ae84a4c48a8fc0b494')\n",
+       "                                    let span = document.createElement('span')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter32803def46e942ae84a4c48a8fc0b494')\n",
+       "                                    span.innerText = init_filter\n",
+       "                                    activeFilter32803def46e942ae84a4c48a8fc0b494 = init_filter;\n",
+       "                                    dropdown_field.appendChild(span)\n",
+       "                                }\n",
+       "\n",
+       "                                buildDropDownMenu(element32803def46e942ae84a4c48a8fc0b494)\n",
+       "                            </script>\n",
+       "                        </div>\n",
+       "                        <input id='searchKey32803def46e942ae84a4c48a8fc0b494' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                    </div>\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid32803def46e942ae84a4c48a8fc0b494(element32803def46e942ae84a4c48a8fc0b494)\">\n",
+       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
+       "                        <span class='pl-8'>Search</span>\n",
+       "                    </button>\n",
+       "                </div>\n",
+       "\n",
+       "                <div><h4 id='total32803def46e942ae84a4c48a8fc0b494'>0</h4></div>\n",
+       "            </div>\n",
+       "            <div id='table32803def46e942ae84a4c48a8fc0b494' class='grid-table32803def46e942ae84a4c48a8fc0b494' style='margin-top: 25px;'>\n",
+       "                <script>\n",
+       "                    function paginate32803def46e942ae84a4c48a8fc0b494(arr, size) {\n",
+       "                        const res = [];\n",
+       "                        for (let i = 0; i < arr.length; i += size) {\n",
+       "                            const chunk = arr.slice(i, i + size);\n",
+       "                            res.push(chunk);\n",
+       "                        }\n",
+       "\n",
+       "                        return res;\n",
+       "                    }\n",
+       "\n",
+       "                    function searchGrid32803def46e942ae84a4c48a8fc0b494(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey32803def46e942ae84a4c48a8fc0b494').value;\n",
+       "                        let result;\n",
+       "                        if (searchKey === ''){\n",
+       "                            result = elements;\n",
+       "                        } else {\n",
+       "                            result = elements.filter((element) => {\n",
+       "                                let property = element[activeFilter32803def46e942ae84a4c48a8fc0b494]\n",
+       "                                if (typeof property === 'object' && property !== null){\n",
+       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (typeof property === 'string' ) {\n",
+       "                                    return element[activeFilter32803def46e942ae84a4c48a8fc0b494].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (property !== null ) {\n",
+       "                                    return element[activeFilter32803def46e942ae84a4c48a8fc0b494].toString() === searchKey;\n",
+       "                                } else {\n",
+       "                                    return element[activeFilter32803def46e942ae84a4c48a8fc0b494] === searchKey;\n",
+       "                                }\n",
+       "                            } );\n",
+       "                        }\n",
+       "                        resetById32803def46e942ae84a4c48a8fc0b494('table32803def46e942ae84a4c48a8fc0b494');\n",
+       "                        resetById32803def46e942ae84a4c48a8fc0b494('pag32803def46e942ae84a4c48a8fc0b494');\n",
+       "                        result = paginate32803def46e942ae84a4c48a8fc0b494(result, page_size32803def46e942ae84a4c48a8fc0b494)\n",
+       "                        paginatedElements32803def46e942ae84a4c48a8fc0b494 = result\n",
+       "                        buildGrid32803def46e942ae84a4c48a8fc0b494(result,pageIndex32803def46e942ae84a4c48a8fc0b494);\n",
+       "                        buildPaginationContainer32803def46e942ae84a4c48a8fc0b494(result);\n",
+       "                    }\n",
+       "\n",
+       "                    function resetById32803def46e942ae84a4c48a8fc0b494(id){\n",
+       "                        let element = document.getElementById(id);\n",
+       "                        while (element.firstChild) {\n",
+       "                          element.removeChild(element.firstChild);\n",
+       "                        }\n",
+       "                    }\n",
+       "\n",
+       "                    function buildGrid32803def46e942ae84a4c48a8fc0b494(items, pageIndex){\n",
+       "                                let headers = Object.keys(element32803def46e942ae84a4c48a8fc0b494[0]);\n",
+       "\n",
+       "                                let grid = document.getElementById(\"table32803def46e942ae84a4c48a8fc0b494\");\n",
+       "                                let div = document.createElement(\"div\");\n",
+       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
+       "                                grid.appendChild(div);\n",
+       "                                headers.forEach((title) =>{\n",
+       "                                    let div = document.createElement(\"div\");\n",
+       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
+       "                                    div.innerText = title;\n",
+       "\n",
+       "                                    grid.appendChild(div);\n",
+       "                                });\n",
+       "\n",
+       "                                let page = items[pageIndex -1]\n",
+       "                                if (page !== 'undefine'){\n",
+       "                                    let table_index32803def46e942ae84a4c48a8fc0b494 = ((pageIndex - 1) * page_size32803def46e942ae84a4c48a8fc0b494)\n",
+       "                                    page.forEach((item) => {\n",
+       "                                        let grid = document.getElementById(\"table32803def46e942ae84a4c48a8fc0b494\");\n",
+       "                                        // Add new index value in index cells\n",
+       "                                        let divIndex = document.createElement(\"div\");\n",
+       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
+       "                                        divIndex.innerText = table_index32803def46e942ae84a4c48a8fc0b494;\n",
+       "                                        grid.appendChild(divIndex);\n",
+       "\n",
+       "                                        // Iterate over the actual obj\n",
+       "                                        for (const attr in item) {\n",
+       "                                            let div = document.createElement(\"div\");\n",
+       "                                            if (typeof item[attr] === 'object'\n",
+       "                                                && item[attr] !== null\n",
+       "                                                && item[attr].hasOwnProperty('type')) {\n",
+       "                                                if (item[attr].type.includes('badge')){\n",
+       "                                                    let badge_div = document.createElement(\"div\");\n",
+       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
+       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
+       "                                                    div.appendChild(badge_div);\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                } else if (item[attr].type === \"clipboard\") {\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "\n",
+       "                                                    // Create clipboard div\n",
+       "                                                    let clipboard_div = document.createElement('div');\n",
+       "                                                    clipboard_div.style.display= 'flex';\n",
+       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
+       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
+       "\n",
+       "                                                    let id_text = document.createElement('div');\n",
+       "                                                    if (item[attr].value == \"None\"){\n",
+       "                                                        id_text.innerText = \"None\";\n",
+       "                                                    }\n",
+       "                                                    else{\n",
+       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
+       "                                                    }\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(id_text);\n",
+       "                                                    let clipboard_img = document.createElement('div');\n",
+       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
+       "                                                    div.onclick = function() {\n",
+       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
+       "                                                    };\n",
+       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(clipboard_img);\n",
+       "                                                    div.appendChild(clipboard_div);\n",
+       "                                                }\n",
+       "                                            } else{\n",
+       "                                                div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                if (item[attr] == null) {\n",
+       "                                                    text = ' '\n",
+       "                                                } else {\n",
+       "                                                    text = String(item[attr])\n",
+       "                                                }\n",
+       "                                                if (text.length > 150){\n",
+       "                                                    text = text.slice(0,150) + \"...\";\n",
+       "                                                }\n",
+       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
+       "                                                div.innerHTML = text;\n",
+       "                                            }\n",
+       "                                            grid.appendChild(div);\n",
+       "                                        }\n",
+       "                                    table_index32803def46e942ae84a4c48a8fc0b494 = table_index32803def46e942ae84a4c48a8fc0b494 + 1;\n",
+       "                                    })\n",
+       "                                }\n",
+       "                    }\n",
+       "                    paginatedElements32803def46e942ae84a4c48a8fc0b494 = paginate32803def46e942ae84a4c48a8fc0b494(element32803def46e942ae84a4c48a8fc0b494, page_size32803def46e942ae84a4c48a8fc0b494)\n",
+       "                    buildGrid32803def46e942ae84a4c48a8fc0b494(paginatedElements32803def46e942ae84a4c48a8fc0b494, 1)\n",
+       "                    document.getElementById('total32803def46e942ae84a4c48a8fc0b494').innerText = \"Total: \" + element32803def46e942ae84a4c48a8fc0b494.length\n",
+       "                </script>\n",
+       "            </div>\n",
+       "            <div id='pag32803def46e942ae84a4c48a8fc0b494' class='paginationContainer'>\n",
+       "                <script>\n",
+       "                    function buildPaginationContainer32803def46e942ae84a4c48a8fc0b494(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag32803def46e942ae84a4c48a8fc0b494\");\n",
+       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
+       "                                  let div = document.createElement(\"div\");\n",
+       "                                  div.classList.add('page');\n",
+       "                                  if(i===0) div.style.color = \"gray\";\n",
+       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
+       "                                  div.onclick = function(event) {\n",
+       "                                      let indexes = document.getElementsByClassName('page');\n",
+       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
+       "                                      event.target.style.color = \"gray\";\n",
+       "                                      setPage32803def46e942ae84a4c48a8fc0b494(i + 1);\n",
+       "                                  };\n",
+       "                                  div.innerText = i + 1;\n",
+       "                                  pageContainer.appendChild(div);\n",
+       "                            }\n",
+       "                    }\n",
+       "\n",
+       "                    function setPage32803def46e942ae84a4c48a8fc0b494(newPage){\n",
+       "                        pageIndex = newPage\n",
+       "                        resetById32803def46e942ae84a4c48a8fc0b494('table32803def46e942ae84a4c48a8fc0b494')\n",
+       "                        buildGrid32803def46e942ae84a4c48a8fc0b494(paginatedElements32803def46e942ae84a4c48a8fc0b494, pageIndex)\n",
+       "                    }\n",
+       "\n",
+       "                    buildPaginationContainer32803def46e942ae84a4c48a8fc0b494(paginatedElements32803def46e942ae84a4c48a8fc0b494)\n",
+       "                </script>\n",
+       "            </div>\n",
+       "        </div>\n",
+       "    </div>\n",
+       "    </div>\n"
+      ],
+      "text/plain": [
+       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'),\n",
+       " UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}),\n",
+       " UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "node_high.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "1351f1fc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<style>\n",
+       "  body[data-jp-theme-light='false'] {\n",
+       "        --primary-color: #111111;\n",
+       "        --secondary-color: #212121;\n",
+       "        --tertiary-color: #CFCDD6;\n",
+       "        --button-color: #111111;\n",
+       "  }\n",
+       "\n",
+       "  body {\n",
+       "        --primary-color: #ffffff;\n",
+       "        --secondary-color: #f5f5f5;\n",
+       "        --tertiary-color: #000000de;\n",
+       "        --button-color: #d1d5db;\n",
+       "  }\n",
+       "\n",
+       "  .header-1 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 2.0736em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-2 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.728em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "  .header-3 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size:  1.44em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "  .header-4 {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 600;\n",
+       "        font-size: 1.2em;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #17161D;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph {\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 14px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .paragraph-sm {\n",
+       "        font-family: 'Roboto';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 11.62px;\n",
+       "        line-height: 100%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .code-text {\n",
+       "        font-family: 'Consolas';\n",
+       "        font-style: normal;\n",
+       "        font-weight: 400;\n",
+       "        font-size: 13px;\n",
+       "        line-height: 130%;\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "\n",
+       "    .numbering-entry { display: none }\n",
+       "\n",
+       "    /* Tooltip container */\n",
+       "    .tooltip {\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        border-bottom: 1px dotted black; /* If you want dots under the hoverable text */\n",
+       "    }\n",
+       "\n",
+       "    /* Tooltip text */\n",
+       "    .tooltip .tooltiptext {\n",
+       "        visibility: hidden;\n",
+       "        width: 120px;\n",
+       "        background-color: black;\n",
+       "        color: #fff;\n",
+       "        text-align: center;\n",
+       "        padding: 5px 0;\n",
+       "        border-radius: 6px;\n",
+       "\n",
+       "        /* Position the tooltip text - see examples below! */\n",
+       "        position: absolute;\n",
+       "        z-index: 1;\n",
+       "    }\n",
+       "\n",
+       "    .repr-cell {\n",
+       "      padding-top: 20px;\n",
+       "    }\n",
+       "\n",
+       "    .text-bold {\n",
+       "        font-weight: bold;\n",
+       "    }\n",
+       "\n",
+       "    .pr-8 {\n",
+       "        padding-right: 8px;\n",
+       "    }\n",
+       "    .pt-8 {\n",
+       "        padding-top: 8px;\n",
+       "    }\n",
+       "    .pl-8 {\n",
+       "        padding-left: 8px;\n",
+       "    }\n",
+       "    .pb-8 {\n",
+       "        padding-bottom: 8px;\n",
+       "    }\n",
+       "\n",
+       "    .py-25{\n",
+       "        padding-top: 25px;\n",
+       "        padding-bottom: 25px;\n",
+       "    }\n",
+       "\n",
+       "    .flex {\n",
+       "        display: flex;\n",
+       "    }\n",
+       "\n",
+       "    .gap-10 {\n",
+       "        gap: 10px;\n",
+       "    }\n",
+       "    .items-center{\n",
+       "        align-items: center;\n",
+       "    }\n",
+       "\n",
+       "    .folder-icon {\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-input{\n",
+       "        display: flex;\n",
+       "        flex-direction: row;\n",
+       "        align-items: center;\n",
+       "        padding: 8px 12px;\n",
+       "        width: 343px;\n",
+       "        height: 24px;\n",
+       "        /* Lt On Surface/Low */\n",
+       "        background-color: var(--secondary-color);\n",
+       "        border-radius: 30px;\n",
+       "\n",
+       "        /* Lt On Surface/Highest */\n",
+       "        color: var(--tertiary-color);\n",
+       "        border:none;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 0;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "    .search-input:focus {\n",
+       "        outline: none;\n",
+       "    }\n",
+       "        .search-input:focus::placeholder,\n",
+       "    .search-input::placeholder { /* Chrome, Firefox, Opera, Safari 10.1+ */\n",
+       "        color: var(--tertiary-color);\n",
+       "        opacity: 1; /* Firefox */\n",
+       "    }\n",
+       "\n",
+       "    .search-button{\n",
+       "        /* Search */\n",
+       "        leading-trim: both;\n",
+       "        text-edge: cap;\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        text-align: center;\n",
+       "\n",
+       "        /* Primary/On Light */\n",
+       "        background-color: var(--button-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "\n",
+       "        border-radius: 30px;\n",
+       "        border-color: var(--secondary-color);\n",
+       "        border-style: solid;\n",
+       "        box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;\n",
+       "        cursor: pointer;\n",
+       "        /* Inside auto layout */\n",
+       "        flex: none;\n",
+       "        order: 1;\n",
+       "        flex-grow: 0;\n",
+       "    }\n",
+       "\n",
+       "    .grid-table74686269b13844378b8b4c254710957c {\n",
+       "        display:grid;\n",
+       "        grid-template-columns: 1fr repeat(8, 1fr);\n",
+       "        grid-template-rows: repeat(2, 1fr);\n",
+       "        overflow-x: auto;\n",
+       "    }\n",
+       "\n",
+       "    .grid-std-cells {\n",
+       "        grid-column: span 4;\n",
+       "\n",
+       "    }\n",
+       "    .grid-index-cells {\n",
+       "        grid-column: span 1;\n",
+       "        /* tmp fix to make left col stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color) !important;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-header {\n",
+       "        /* Auto layout */\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: center;\n",
+       "        padding: 6px 4px;\n",
+       "\n",
+       "        /* Lt On Surface/Surface */\n",
+       "        /* Lt On Surface/High */\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        /* tmp fix to make header stand out (fix with font-family) */\n",
+       "        font-weight: 600;\n",
+       "        background-color: var(--secondary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .grid-row {\n",
+       "        display: flex;\n",
+       "        flex-direction: column;\n",
+       "        align-items: flex-start;\n",
+       "        padding: 6px 4px;\n",
+       "        overflow: hidden;\n",
+       "        border: 1px solid #CFCDD6;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .badge {\n",
+       "        code-text;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .badge-blue {\n",
+       "        badge;\n",
+       "        background-color: #C2DEF0;\n",
+       "        color: #1F567A;\n",
+       "    }\n",
+       "\n",
+       "    .badge-purple {\n",
+       "        badge;\n",
+       "        background-color: #C9CFE8;\n",
+       "        color: #373B7B;\n",
+       "    }\n",
+       "\n",
+       "    .badge-green {\n",
+       "        badge;\n",
+       "\n",
+       "        /* Success/Container */\n",
+       "        background-color: #D5F1D5;\n",
+       "        color: #256B24;\n",
+       "    }\n",
+       "\n",
+       "    .badge-red {\n",
+       "        badge;\n",
+       "        background-color: #F2D9DE;\n",
+       "        color: #9B2737;\n",
+       "    }\n",
+       "\n",
+       "    .badge-gray {\n",
+       "        badge;\n",
+       "        background-color: #ECEBEF;\n",
+       "        color: #2E2B3B;\n",
+       "    }\n",
+       "    .paginationContainer{\n",
+       "        width: 100%;\n",
+       "        height: 30px;\n",
+       "        display: flex;\n",
+       "        justify-content: center;\n",
+       "        gap: 8px;\n",
+       "        padding: 5px;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .page{\n",
+       "        color: black;\n",
+       "        font-weight: bold;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .page:hover {\n",
+       "      color: #38bdf8;\n",
+       "      cursor: pointer;\n",
+       "    }\n",
+       "    .clipboard:hover{\n",
+       "        cursor: pointer;\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "\n",
+       "    .search-field {\n",
+       "        display: flex;\n",
+       "        align-items: center;\n",
+       "        border-radius: 30px;\n",
+       "        background-color: var(--secondary-color);\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown {\n",
+       "        margin: 5px;\n",
+       "        margin-left: 5px;\n",
+       "        position: relative;\n",
+       "        display: inline-block;\n",
+       "        text-align: center;\n",
+       "        background-color: var(--button-color);\n",
+       "        min-width: 100px;\n",
+       "        padding: 2px;\n",
+       "        border-radius: 30px;\n",
+       "    }\n",
+       "\n",
+       "    .syft-dropdown:hover {\n",
+       "        cursor: pointer;\n",
+       "    }\n",
+       "    .syft-dropdown-content {\n",
+       "        margin-top:26px;\n",
+       "        display: none;\n",
+       "        position: absolute;\n",
+       "        min-width: 100px;\n",
+       "        box-shadow: 0px 8px 16px 0px rgba(0,0,0,0.2);\n",
+       "        padding: 12px 6px;\n",
+       "        z-index: 1;\n",
+       "        background-color: var(--primary-color);\n",
+       "        color: var(--tertiary-color);\n",
+       "    }\n",
+       "    .dd-options {\n",
+       "        padding-top: 4px;\n",
+       "    }\n",
+       "    .dd-options:first-of-type {\n",
+       "        padding-top: 0px;\n",
+       "    }\n",
+       "\n",
+       "    .dd-options:hover {\n",
+       "        cursor: pointer;\n",
+       "        background: #d1d5db;\n",
+       "    }\n",
+       "    .arrow {\n",
+       "        border: solid black;\n",
+       "        border-width: 0 3px 3px 0;\n",
+       "        display: inline-block;\n",
+       "        padding: 3px;\n",
+       "    }\n",
+       "    .down {\n",
+       "        transform: rotate(45deg);\n",
+       "        -webkit-transform: rotate(45deg);\n",
+       "    }\n",
+       "</style>\n",
+       "\n",
+       "\n",
+       "    <div style='margin-top:15px;'>\n",
+       "        <div class='flex gap-10' style='align-items: center;'>\n",
+       "            <div class='folder-icon'><svg width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M28 6H4C3.73478 6 3.48043 6.10536 3.29289 6.29289C3.10536 6.48043 3 6.73478 3 7V24C3 24.5304 3.21071 25.0391 3.58579 25.4142C3.96086 25.7893 4.46957 26 5 26H27C27.5304 26 28.0391 25.7893 28.4142 25.4142C28.7893 25.0391 29 24.5304 29 24V7C29 6.73478 28.8946 6.48043 28.7071 6.29289C28.5196 6.10536 28.2652 6 28 6ZM5 14H10V18H5V14ZM12 14H27V18H12V14ZM27 8V12H5V8H27ZM5 20H10V24H5V20ZM27 24H12V20H27V24Z\" fill=\"#343330\"/></svg></div>\n",
+       "            <div><p class='header-3'> List</p></div>\n",
+       "        </div>\n",
+       "\n",
+       "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
+       "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
+       "                    <div class=\"search-field\">\n",
+       "                        <div id='search-menu74686269b13844378b8b4c254710957c' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content74686269b13844378b8b4c254710957c')\n",
+       "                            if (doc.style.display === 'block'){\n",
+       "                                doc.style.display = 'none'\n",
+       "                            } else {\n",
+       "                                doc.style.display = 'block'\n",
+       "                            }\n",
+       "                            }\">\n",
+       "                            <div id='search-dropdown-content74686269b13844378b8b4c254710957c' class='syft-dropdown-content'></div>\n",
+       "                            <script>\n",
+       "                                var element74686269b13844378b8b4c254710957c = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"c53f962e77b247f5b90eac6e5d67643b\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}, {\"id\": {\"value\": \"2b3cf90527824a41ab41ce6b7a2f4107\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
+       "                                var page_size74686269b13844378b8b4c254710957c = 3\n",
+       "                                var pageIndex74686269b13844378b8b4c254710957c = 1\n",
+       "                                var paginatedElements74686269b13844378b8b4c254710957c = []\n",
+       "                                var activeFilter74686269b13844378b8b4c254710957c;\n",
+       "\n",
+       "                                function buildDropDownMenu(elements){\n",
+       "                                    let init_filter;\n",
+       "                                    let menu = document.getElementById('search-dropdown-content74686269b13844378b8b4c254710957c')\n",
+       "                                    if (elements.length > 0) {\n",
+       "                                        let sample = elements[0]\n",
+       "                                        for (const attr in sample) {\n",
+       "                                            if (typeof init_filter === 'undefined'){\n",
+       "                                                init_filter = attr;\n",
+       "                                            }\n",
+       "                                            let content = document.createElement('div');\n",
+       "                                            content.onclick = function(event) {\n",
+       "                                                event.stopPropagation()\n",
+       "                                                document.getElementById('menu-active-filter74686269b13844378b8b4c254710957c').innerText = attr;\n",
+       "                                                activeFilter74686269b13844378b8b4c254710957c = attr;\n",
+       "                                                document.getElementById(\n",
+       "                                                    'search-dropdown-content74686269b13844378b8b4c254710957c'\n",
+       "                                                ).style.display= 'none';\n",
+       "                                            }\n",
+       "                                            content.classList.add(\"dd-options\");\n",
+       "                                            content.innerText = attr;\n",
+       "                                            menu.appendChild(content);\n",
+       "                                        }\n",
+       "                                    } else {\n",
+       "                                        let init_filter = '---'\n",
+       "                                    }\n",
+       "                                    let dropdown_field = document.getElementById('search-menu74686269b13844378b8b4c254710957c')\n",
+       "                                    let span = document.createElement('span')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter74686269b13844378b8b4c254710957c')\n",
+       "                                    span.innerText = init_filter\n",
+       "                                    activeFilter74686269b13844378b8b4c254710957c = init_filter;\n",
+       "                                    dropdown_field.appendChild(span)\n",
+       "                                }\n",
+       "\n",
+       "                                buildDropDownMenu(element74686269b13844378b8b4c254710957c)\n",
+       "                            </script>\n",
+       "                        </div>\n",
+       "                        <input id='searchKey74686269b13844378b8b4c254710957c' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                    </div>\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid74686269b13844378b8b4c254710957c(element74686269b13844378b8b4c254710957c)\">\n",
+       "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
+       "                        <span class='pl-8'>Search</span>\n",
+       "                    </button>\n",
+       "                </div>\n",
+       "\n",
+       "                <div><h4 id='total74686269b13844378b8b4c254710957c'>0</h4></div>\n",
+       "            </div>\n",
+       "            <div id='table74686269b13844378b8b4c254710957c' class='grid-table74686269b13844378b8b4c254710957c' style='margin-top: 25px;'>\n",
+       "                <script>\n",
+       "                    function paginate74686269b13844378b8b4c254710957c(arr, size) {\n",
+       "                        const res = [];\n",
+       "                        for (let i = 0; i < arr.length; i += size) {\n",
+       "                            const chunk = arr.slice(i, i + size);\n",
+       "                            res.push(chunk);\n",
+       "                        }\n",
+       "\n",
+       "                        return res;\n",
+       "                    }\n",
+       "\n",
+       "                    function searchGrid74686269b13844378b8b4c254710957c(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey74686269b13844378b8b4c254710957c').value;\n",
+       "                        let result;\n",
+       "                        if (searchKey === ''){\n",
+       "                            result = elements;\n",
+       "                        } else {\n",
+       "                            result = elements.filter((element) => {\n",
+       "                                let property = element[activeFilter74686269b13844378b8b4c254710957c]\n",
+       "                                if (typeof property === 'object' && property !== null){\n",
+       "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (typeof property === 'string' ) {\n",
+       "                                    return element[activeFilter74686269b13844378b8b4c254710957c].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                } else if (property !== null ) {\n",
+       "                                    return element[activeFilter74686269b13844378b8b4c254710957c].toString() === searchKey;\n",
+       "                                } else {\n",
+       "                                    return element[activeFilter74686269b13844378b8b4c254710957c] === searchKey;\n",
+       "                                }\n",
+       "                            } );\n",
+       "                        }\n",
+       "                        resetById74686269b13844378b8b4c254710957c('table74686269b13844378b8b4c254710957c');\n",
+       "                        resetById74686269b13844378b8b4c254710957c('pag74686269b13844378b8b4c254710957c');\n",
+       "                        result = paginate74686269b13844378b8b4c254710957c(result, page_size74686269b13844378b8b4c254710957c)\n",
+       "                        paginatedElements74686269b13844378b8b4c254710957c = result\n",
+       "                        buildGrid74686269b13844378b8b4c254710957c(result,pageIndex74686269b13844378b8b4c254710957c);\n",
+       "                        buildPaginationContainer74686269b13844378b8b4c254710957c(result);\n",
+       "                    }\n",
+       "\n",
+       "                    function resetById74686269b13844378b8b4c254710957c(id){\n",
+       "                        let element = document.getElementById(id);\n",
+       "                        while (element.firstChild) {\n",
+       "                          element.removeChild(element.firstChild);\n",
+       "                        }\n",
+       "                    }\n",
+       "\n",
+       "                    function buildGrid74686269b13844378b8b4c254710957c(items, pageIndex){\n",
+       "                                let headers = Object.keys(element74686269b13844378b8b4c254710957c[0]);\n",
+       "\n",
+       "                                let grid = document.getElementById(\"table74686269b13844378b8b4c254710957c\");\n",
+       "                                let div = document.createElement(\"div\");\n",
+       "                                div.classList.add('grid-header', 'grid-index-cells');\n",
+       "                                grid.appendChild(div);\n",
+       "                                headers.forEach((title) =>{\n",
+       "                                    let div = document.createElement(\"div\");\n",
+       "                                    div.classList.add('grid-header', 'grid-std-cells');\n",
+       "                                    div.innerText = title;\n",
+       "\n",
+       "                                    grid.appendChild(div);\n",
+       "                                });\n",
+       "\n",
+       "                                let page = items[pageIndex -1]\n",
+       "                                if (page !== 'undefine'){\n",
+       "                                    let table_index74686269b13844378b8b4c254710957c = ((pageIndex - 1) * page_size74686269b13844378b8b4c254710957c)\n",
+       "                                    page.forEach((item) => {\n",
+       "                                        let grid = document.getElementById(\"table74686269b13844378b8b4c254710957c\");\n",
+       "                                        // Add new index value in index cells\n",
+       "                                        let divIndex = document.createElement(\"div\");\n",
+       "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
+       "                                        divIndex.innerText = table_index74686269b13844378b8b4c254710957c;\n",
+       "                                        grid.appendChild(divIndex);\n",
+       "\n",
+       "                                        // Iterate over the actual obj\n",
+       "                                        for (const attr in item) {\n",
+       "                                            let div = document.createElement(\"div\");\n",
+       "                                            if (typeof item[attr] === 'object'\n",
+       "                                                && item[attr] !== null\n",
+       "                                                && item[attr].hasOwnProperty('type')) {\n",
+       "                                                if (item[attr].type.includes('badge')){\n",
+       "                                                    let badge_div = document.createElement(\"div\");\n",
+       "                                                    badge_div.classList.add('badge',item[attr].type)\n",
+       "                                                    badge_div.innerText = String(item[attr].value).toUpperCase();\n",
+       "                                                    div.appendChild(badge_div);\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                } else if (item[attr].type === \"clipboard\") {\n",
+       "                                                    div.classList.add('grid-row','grid-std-cells');\n",
+       "\n",
+       "                                                    // Create clipboard div\n",
+       "                                                    let clipboard_div = document.createElement('div');\n",
+       "                                                    clipboard_div.style.display= 'flex';\n",
+       "                                                    clipboard_div.classList.add(\"gap-10\")\n",
+       "                                                    clipboard_div.style.justifyContent = \"space-between\";\n",
+       "\n",
+       "                                                    let id_text = document.createElement('div');\n",
+       "                                                    if (item[attr].value == \"None\"){\n",
+       "                                                        id_text.innerText = \"None\";\n",
+       "                                                    }\n",
+       "                                                    else{\n",
+       "                                                        id_text.innerText = item[attr].value.slice(0,5) + \"...\";\n",
+       "                                                    }\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(id_text);\n",
+       "                                                    let clipboard_img = document.createElement('div');\n",
+       "                                                    clipboard_img.classList.add(\"clipboard\")\n",
+       "                                                    div.onclick = function() {\n",
+       "                                                        navigator.clipboard.writeText(item[attr].value);\n",
+       "                                                    };\n",
+       "                                                    clipboard_img.innerHTML = \"<svg width='8' height='8' viewBox='0 0 8 8' fill='none' xmlns='http://www.w3.org/2000/svg'><path d='M7.4375 0.25H2.4375C2.35462 0.25 2.27513 0.282924 2.21653 0.341529C2.15792 0.400134 2.125 0.47962 2.125 0.5625V2.125H0.5625C0.47962 2.125 0.400134 2.15792 0.341529 2.21653C0.282924 2.27513 0.25 2.35462 0.25 2.4375V7.4375C0.25 7.52038 0.282924 7.59987 0.341529 7.65847C0.400134 7.71708 0.47962 7.75 0.5625 7.75H5.5625C5.64538 7.75 5.72487 7.71708 5.78347 7.65847C5.84208 7.59987 5.875 7.52038 5.875 7.4375V5.875H7.4375C7.52038 5.875 7.59987 5.84208 7.65847 5.78347C7.71708 5.72487 7.75 5.64538 7.75 5.5625V0.5625C7.75 0.47962 7.71708 0.400134 7.65847 0.341529C7.59987 0.282924 7.52038 0.25 7.4375 0.25ZM5.25 7.125H0.875V2.75H5.25V7.125ZM7.125 5.25H5.875V2.4375C5.875 2.35462 5.84208 2.27513 5.78347 2.21653C5.72487 2.15792 5.64538 2.125 5.5625 2.125H2.75V0.875H7.125V5.25Z' fill='#464158'/></svg>\";\n",
+       "\n",
+       "                                                    clipboard_div.appendChild(clipboard_img);\n",
+       "                                                    div.appendChild(clipboard_div);\n",
+       "                                                }\n",
+       "                                            } else{\n",
+       "                                                div.classList.add('grid-row','grid-std-cells');\n",
+       "                                                if (item[attr] == null) {\n",
+       "                                                    text = ' '\n",
+       "                                                } else {\n",
+       "                                                    text = String(item[attr])\n",
+       "                                                }\n",
+       "                                                if (text.length > 150){\n",
+       "                                                    text = text.slice(0,150) + \"...\";\n",
+       "                                                }\n",
+       "                                                text = text.replaceAll(\"\\n\", \"</br>\");\n",
+       "                                                div.innerHTML = text;\n",
+       "                                            }\n",
+       "                                            grid.appendChild(div);\n",
+       "                                        }\n",
+       "                                    table_index74686269b13844378b8b4c254710957c = table_index74686269b13844378b8b4c254710957c + 1;\n",
+       "                                    })\n",
+       "                                }\n",
+       "                    }\n",
+       "                    paginatedElements74686269b13844378b8b4c254710957c = paginate74686269b13844378b8b4c254710957c(element74686269b13844378b8b4c254710957c, page_size74686269b13844378b8b4c254710957c)\n",
+       "                    buildGrid74686269b13844378b8b4c254710957c(paginatedElements74686269b13844378b8b4c254710957c, 1)\n",
+       "                    document.getElementById('total74686269b13844378b8b4c254710957c').innerText = \"Total: \" + element74686269b13844378b8b4c254710957c.length\n",
+       "                </script>\n",
+       "            </div>\n",
+       "            <div id='pag74686269b13844378b8b4c254710957c' class='paginationContainer'>\n",
+       "                <script>\n",
+       "                    function buildPaginationContainer74686269b13844378b8b4c254710957c(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag74686269b13844378b8b4c254710957c\");\n",
+       "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
+       "                                  let div = document.createElement(\"div\");\n",
+       "                                  div.classList.add('page');\n",
+       "                                  if(i===0) div.style.color = \"gray\";\n",
+       "                                  else div.style.color = 'var(--tertiary-color, \"gray\")';\n",
+       "                                  div.onclick = function(event) {\n",
+       "                                      let indexes = document.getElementsByClassName('page');\n",
+       "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
+       "                                      event.target.style.color = \"gray\";\n",
+       "                                      setPage74686269b13844378b8b4c254710957c(i + 1);\n",
+       "                                  };\n",
+       "                                  div.innerText = i + 1;\n",
+       "                                  pageContainer.appendChild(div);\n",
+       "                            }\n",
+       "                    }\n",
+       "\n",
+       "                    function setPage74686269b13844378b8b4c254710957c(newPage){\n",
+       "                        pageIndex = newPage\n",
+       "                        resetById74686269b13844378b8b4c254710957c('table74686269b13844378b8b4c254710957c')\n",
+       "                        buildGrid74686269b13844378b8b4c254710957c(paginatedElements74686269b13844378b8b4c254710957c, pageIndex)\n",
+       "                    }\n",
+       "\n",
+       "                    buildPaginationContainer74686269b13844378b8b4c254710957c(paginatedElements74686269b13844378b8b4c254710957c)\n",
+       "                </script>\n",
+       "            </div>\n",
+       "        </div>\n",
+       "    </div>\n",
+       "    </div>\n"
+      ],
+      "text/plain": [
+       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'),\n",
+       " UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}),\n",
+       " UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "node_low.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "2b845ec8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# we keep both events\n",
+    "assert len(node_high.event_log.log) ==3 and len(node_low.event_log.log) == 3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c27219ec",
+   "metadata": {},
+   "source": [
+    "# Sync 3: both update same property to different value"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "286030cf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataset = list(node_high.store.values())[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7c3030a8",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "92731b81",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# node_low.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "97608e6b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if False:\n",
+    "    node_high.update_dataset(dataset.id, {\"description\": \"b\"})\n",
+    "\n",
+    "    node_high.event_log.log\n",
+    "\n",
+    "    node_low.update_dataset(dataset.id, {\"description\": \"c\"})\n",
+    "\n",
+    "    node_high.event_log.log\n",
+    "    \n",
+    "    sync(node_high, node_low)\n",
+    "\n",
+    "    dataset_high = list(node_high.store.values())[0]\n",
+    "    dataset_low = list(node_low.store.values())[0]\n",
+    "\n",
+    "    assert dataset_high.description == dataset_low.description\n",
+    "\n",
+    "    node_high.event_log.log\n",
+    "\n",
+    "    assert len(node_high.event_log.log) ==4 and len(node_low.event_log.log) ==4"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "101aaf6f",
+   "metadata": {},
+   "source": [
+    "# UserCode"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "14d872b5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "user_code_id = node_low.create_usercode(\"print('a')\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "6298def6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'), UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), CreateUserCodeEvent(id=<UID: 106bb60c0736406fa5befd8f6acf39eb>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 926518), object_id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, code=UserCode(id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, code=\"print('a')\", approved=False))]\n"
+     ]
+    }
+   ],
+   "source": [
+    "sync(node_low, node_high)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "id": "51899b83",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "node_low.approve_usercode(user_code_id, True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "id": "e12b19c6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'), UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), CreateUserCodeEvent(id=<UID: 106bb60c0736406fa5befd8f6acf39eb>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 926518), object_id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, code=UserCode(id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, code=\"print('a')\", approved=True)), ApproveUserCodeEvent(id=<UID: 5e98b98bd6a84da3b794403b16b6564a>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 936117), code_id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, value=True)]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# TODO: is this result valid?\n",
+    "sync(node_low, node_high)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8fbdf5bf",
+   "metadata": {},
+   "source": [
+    "# Scenario list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6dc3e422",
+   "metadata": {},
+   "source": [
+    "\n",
+    "- create a dataset and sync\n",
+    "  - should create the dataset object on both sides\n",
+    "- both update the same property (conflict)\n",
+    "- both update a different property (no conflict)\n",
+    "- code approval should have same state\n",
+    "- code execution should be approved"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f95403d9",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.16"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {
+    "height": "calc(100% - 180px)",
+    "left": "10px",
+    "top": "150px",
+    "width": "358.398px"
+   },
    "toc_section_display": true,
    "toc_window_display": true
   }

From 7446bda367e5ce99f68b957eb61f8eaedbbd6b52 Mon Sep 17 00:00:00 2001
From: Koen van der Veen <koenlennartvanderveen@gmail.com>
Date: Wed, 24 Jan 2024 13:34:43 +0100
Subject: [PATCH 4/9] add event code approval handling + some seaweed stuff

---
 .../append-only-event-log-prototype.ipynb     |  756 +--
 notebooks/helm/direct_azure.ipynb             | 5433 ++++++++++++++++-
 notebooks/helm/helm-syft.ipynb                |    2 +-
 packages/grid/default.env                     |    2 +-
 packages/grid/seaweedfs/seaweedfs.dockerfile  |    6 +-
 packages/grid/seaweedfs/start.sh              |    2 +-
 .../src/syft/store/blob_storage/seaweedfs.py  |    2 +-
 7 files changed, 5837 insertions(+), 366 deletions(-)

diff --git a/notebooks/helm/append-only-event-log-prototype.ipynb b/notebooks/helm/append-only-event-log-prototype.ipynb
index 902f6a544e5..7bd497e156b 100644
--- a/notebooks/helm/append-only-event-log-prototype.ipynb
+++ b/notebooks/helm/append-only-event-log-prototype.ipynb
@@ -5,15 +5,7 @@
    "execution_count": 1,
    "id": "fb5821ba",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft/notebooks\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# stdlib\n",
     "from datetime import datetime\n",
@@ -96,7 +88,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "db4dcff1",
+   "id": "50df5253",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -243,7 +235,7 @@
   {
    "cell_type": "code",
    "execution_count": 15,
-   "id": "6e7d0062",
+   "id": "45454917",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -262,7 +254,7 @@
   {
    "cell_type": "code",
    "execution_count": 16,
-   "id": "3e9fec5c",
+   "id": "74a14171",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -397,6 +389,14 @@
     "In the case of update, if only non overlapping sets of properties were updated its not a merge conflict, as long as those are not code approval mutations."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "aa23dd3e",
+   "metadata": {},
+   "source": [
+    "# MergeState"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 18,
@@ -494,6 +494,14 @@
     "                    "
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "70fac57b",
+   "metadata": {},
+   "source": [
+    "# Sync"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 19,
@@ -771,7 +779,7 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-table7d4a31735a3f4329b24ea19722ee1b14 {\n",
+       "    .grid-tablef58dd1cd4e674e699a54888a3f1592fe {\n",
        "        display:grid;\n",
        "        grid-template-columns: 1fr repeat(4, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
@@ -943,25 +951,25 @@
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu7d4a31735a3f4329b24ea19722ee1b14' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content7d4a31735a3f4329b24ea19722ee1b14')\n",
+       "                        <div id='search-menuf58dd1cd4e674e699a54888a3f1592fe' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-contentf58dd1cd4e674e699a54888a3f1592fe')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-content7d4a31735a3f4329b24ea19722ee1b14' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-contentf58dd1cd4e674e699a54888a3f1592fe' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var element7d4a31735a3f4329b24ea19722ee1b14 = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}}]\n",
-       "                                var page_size7d4a31735a3f4329b24ea19722ee1b14 = 1\n",
-       "                                var pageIndex7d4a31735a3f4329b24ea19722ee1b14 = 1\n",
-       "                                var paginatedElements7d4a31735a3f4329b24ea19722ee1b14 = []\n",
-       "                                var activeFilter7d4a31735a3f4329b24ea19722ee1b14;\n",
+       "                                var elementf58dd1cd4e674e699a54888a3f1592fe = [{\"id\": {\"value\": \"82f8e63aa515456483f6de9cf6eda223\", \"type\": \"clipboard\"}}]\n",
+       "                                var page_sizef58dd1cd4e674e699a54888a3f1592fe = 1\n",
+       "                                var pageIndexf58dd1cd4e674e699a54888a3f1592fe = 1\n",
+       "                                var paginatedElementsf58dd1cd4e674e699a54888a3f1592fe = []\n",
+       "                                var activeFilterf58dd1cd4e674e699a54888a3f1592fe;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content7d4a31735a3f4329b24ea19722ee1b14')\n",
+       "                                    let menu = document.getElementById('search-dropdown-contentf58dd1cd4e674e699a54888a3f1592fe')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -971,10 +979,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter7d4a31735a3f4329b24ea19722ee1b14').innerText = attr;\n",
-       "                                                activeFilter7d4a31735a3f4329b24ea19722ee1b14 = attr;\n",
+       "                                                document.getElementById('menu-active-filterf58dd1cd4e674e699a54888a3f1592fe').innerText = attr;\n",
+       "                                                activeFilterf58dd1cd4e674e699a54888a3f1592fe = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content7d4a31735a3f4329b24ea19722ee1b14'\n",
+       "                                                    'search-dropdown-contentf58dd1cd4e674e699a54888a3f1592fe'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -984,30 +992,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu7d4a31735a3f4329b24ea19722ee1b14')\n",
+       "                                    let dropdown_field = document.getElementById('search-menuf58dd1cd4e674e699a54888a3f1592fe')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter7d4a31735a3f4329b24ea19722ee1b14')\n",
+       "                                    span.setAttribute('id', 'menu-active-filterf58dd1cd4e674e699a54888a3f1592fe')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilter7d4a31735a3f4329b24ea19722ee1b14 = init_filter;\n",
+       "                                    activeFilterf58dd1cd4e674e699a54888a3f1592fe = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(element7d4a31735a3f4329b24ea19722ee1b14)\n",
+       "                                buildDropDownMenu(elementf58dd1cd4e674e699a54888a3f1592fe)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKey7d4a31735a3f4329b24ea19722ee1b14' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKeyf58dd1cd4e674e699a54888a3f1592fe' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid7d4a31735a3f4329b24ea19722ee1b14(element7d4a31735a3f4329b24ea19722ee1b14)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGridf58dd1cd4e674e699a54888a3f1592fe(elementf58dd1cd4e674e699a54888a3f1592fe)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='total7d4a31735a3f4329b24ea19722ee1b14'>0</h4></div>\n",
+       "                <div><h4 id='totalf58dd1cd4e674e699a54888a3f1592fe'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='table7d4a31735a3f4329b24ea19722ee1b14' class='grid-table7d4a31735a3f4329b24ea19722ee1b14' style='margin-top: 25px;'>\n",
+       "            <div id='tablef58dd1cd4e674e699a54888a3f1592fe' class='grid-tablef58dd1cd4e674e699a54888a3f1592fe' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginate7d4a31735a3f4329b24ea19722ee1b14(arr, size) {\n",
+       "                    function paginatef58dd1cd4e674e699a54888a3f1592fe(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -1017,44 +1025,44 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGrid7d4a31735a3f4329b24ea19722ee1b14(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey7d4a31735a3f4329b24ea19722ee1b14').value;\n",
+       "                    function searchGridf58dd1cd4e674e699a54888a3f1592fe(elements){\n",
+       "                        let searchKey = document.getElementById('searchKeyf58dd1cd4e674e699a54888a3f1592fe').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter7d4a31735a3f4329b24ea19722ee1b14]\n",
+       "                                let property = element[activeFilterf58dd1cd4e674e699a54888a3f1592fe]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter7d4a31735a3f4329b24ea19722ee1b14].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilterf58dd1cd4e674e699a54888a3f1592fe].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter7d4a31735a3f4329b24ea19722ee1b14].toString() === searchKey;\n",
+       "                                    return element[activeFilterf58dd1cd4e674e699a54888a3f1592fe].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilter7d4a31735a3f4329b24ea19722ee1b14] === searchKey;\n",
+       "                                    return element[activeFilterf58dd1cd4e674e699a54888a3f1592fe] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetById7d4a31735a3f4329b24ea19722ee1b14('table7d4a31735a3f4329b24ea19722ee1b14');\n",
-       "                        resetById7d4a31735a3f4329b24ea19722ee1b14('pag7d4a31735a3f4329b24ea19722ee1b14');\n",
-       "                        result = paginate7d4a31735a3f4329b24ea19722ee1b14(result, page_size7d4a31735a3f4329b24ea19722ee1b14)\n",
-       "                        paginatedElements7d4a31735a3f4329b24ea19722ee1b14 = result\n",
-       "                        buildGrid7d4a31735a3f4329b24ea19722ee1b14(result,pageIndex7d4a31735a3f4329b24ea19722ee1b14);\n",
-       "                        buildPaginationContainer7d4a31735a3f4329b24ea19722ee1b14(result);\n",
+       "                        resetByIdf58dd1cd4e674e699a54888a3f1592fe('tablef58dd1cd4e674e699a54888a3f1592fe');\n",
+       "                        resetByIdf58dd1cd4e674e699a54888a3f1592fe('pagf58dd1cd4e674e699a54888a3f1592fe');\n",
+       "                        result = paginatef58dd1cd4e674e699a54888a3f1592fe(result, page_sizef58dd1cd4e674e699a54888a3f1592fe)\n",
+       "                        paginatedElementsf58dd1cd4e674e699a54888a3f1592fe = result\n",
+       "                        buildGridf58dd1cd4e674e699a54888a3f1592fe(result,pageIndexf58dd1cd4e674e699a54888a3f1592fe);\n",
+       "                        buildPaginationContainerf58dd1cd4e674e699a54888a3f1592fe(result);\n",
        "                    }\n",
        "\n",
-       "                    function resetById7d4a31735a3f4329b24ea19722ee1b14(id){\n",
+       "                    function resetByIdf58dd1cd4e674e699a54888a3f1592fe(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGrid7d4a31735a3f4329b24ea19722ee1b14(items, pageIndex){\n",
-       "                                let headers = Object.keys(element7d4a31735a3f4329b24ea19722ee1b14[0]);\n",
+       "                    function buildGridf58dd1cd4e674e699a54888a3f1592fe(items, pageIndex){\n",
+       "                                let headers = Object.keys(elementf58dd1cd4e674e699a54888a3f1592fe[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"table7d4a31735a3f4329b24ea19722ee1b14\");\n",
+       "                                let grid = document.getElementById(\"tablef58dd1cd4e674e699a54888a3f1592fe\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
@@ -1068,13 +1076,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_index7d4a31735a3f4329b24ea19722ee1b14 = ((pageIndex - 1) * page_size7d4a31735a3f4329b24ea19722ee1b14)\n",
+       "                                    let table_indexf58dd1cd4e674e699a54888a3f1592fe = ((pageIndex - 1) * page_sizef58dd1cd4e674e699a54888a3f1592fe)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table7d4a31735a3f4329b24ea19722ee1b14\");\n",
+       "                                        let grid = document.getElementById(\"tablef58dd1cd4e674e699a54888a3f1592fe\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index7d4a31735a3f4329b24ea19722ee1b14;\n",
+       "                                        divIndex.innerText = table_indexf58dd1cd4e674e699a54888a3f1592fe;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -1132,19 +1140,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_index7d4a31735a3f4329b24ea19722ee1b14 = table_index7d4a31735a3f4329b24ea19722ee1b14 + 1;\n",
+       "                                    table_indexf58dd1cd4e674e699a54888a3f1592fe = table_indexf58dd1cd4e674e699a54888a3f1592fe + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElements7d4a31735a3f4329b24ea19722ee1b14 = paginate7d4a31735a3f4329b24ea19722ee1b14(element7d4a31735a3f4329b24ea19722ee1b14, page_size7d4a31735a3f4329b24ea19722ee1b14)\n",
-       "                    buildGrid7d4a31735a3f4329b24ea19722ee1b14(paginatedElements7d4a31735a3f4329b24ea19722ee1b14, 1)\n",
-       "                    document.getElementById('total7d4a31735a3f4329b24ea19722ee1b14').innerText = \"Total: \" + element7d4a31735a3f4329b24ea19722ee1b14.length\n",
+       "                    paginatedElementsf58dd1cd4e674e699a54888a3f1592fe = paginatef58dd1cd4e674e699a54888a3f1592fe(elementf58dd1cd4e674e699a54888a3f1592fe, page_sizef58dd1cd4e674e699a54888a3f1592fe)\n",
+       "                    buildGridf58dd1cd4e674e699a54888a3f1592fe(paginatedElementsf58dd1cd4e674e699a54888a3f1592fe, 1)\n",
+       "                    document.getElementById('totalf58dd1cd4e674e699a54888a3f1592fe').innerText = \"Total: \" + elementf58dd1cd4e674e699a54888a3f1592fe.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pag7d4a31735a3f4329b24ea19722ee1b14' class='paginationContainer'>\n",
+       "            <div id='pagf58dd1cd4e674e699a54888a3f1592fe' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainer7d4a31735a3f4329b24ea19722ee1b14(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag7d4a31735a3f4329b24ea19722ee1b14\");\n",
+       "                    function buildPaginationContainerf58dd1cd4e674e699a54888a3f1592fe(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pagf58dd1cd4e674e699a54888a3f1592fe\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -1154,20 +1162,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage7d4a31735a3f4329b24ea19722ee1b14(i + 1);\n",
+       "                                      setPagef58dd1cd4e674e699a54888a3f1592fe(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPage7d4a31735a3f4329b24ea19722ee1b14(newPage){\n",
+       "                    function setPagef58dd1cd4e674e699a54888a3f1592fe(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetById7d4a31735a3f4329b24ea19722ee1b14('table7d4a31735a3f4329b24ea19722ee1b14')\n",
-       "                        buildGrid7d4a31735a3f4329b24ea19722ee1b14(paginatedElements7d4a31735a3f4329b24ea19722ee1b14, pageIndex)\n",
+       "                        resetByIdf58dd1cd4e674e699a54888a3f1592fe('tablef58dd1cd4e674e699a54888a3f1592fe')\n",
+       "                        buildGridf58dd1cd4e674e699a54888a3f1592fe(paginatedElementsf58dd1cd4e674e699a54888a3f1592fe, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainer7d4a31735a3f4329b24ea19722ee1b14(paginatedElements7d4a31735a3f4329b24ea19722ee1b14)\n",
+       "                    buildPaginationContainerf58dd1cd4e674e699a54888a3f1592fe(paginatedElementsf58dd1cd4e674e699a54888a3f1592fe)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -1175,7 +1183,7 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla')]"
+       "[CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla')]"
       ]
      },
      "execution_count": 22,
@@ -1197,7 +1205,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla')]\n"
+      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla')]\n"
      ]
     }
    ],
@@ -1417,7 +1425,7 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-table4536ada1bdb848ffbaa910afe47b946d {\n",
+       "    .grid-tableb012a2683aa4408d8ced44772986903f {\n",
        "        display:grid;\n",
        "        grid-template-columns: 1fr repeat(4, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
@@ -1589,25 +1597,25 @@
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu4536ada1bdb848ffbaa910afe47b946d' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content4536ada1bdb848ffbaa910afe47b946d')\n",
+       "                        <div id='search-menub012a2683aa4408d8ced44772986903f' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-contentb012a2683aa4408d8ced44772986903f')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-content4536ada1bdb848ffbaa910afe47b946d' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-contentb012a2683aa4408d8ced44772986903f' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var element4536ada1bdb848ffbaa910afe47b946d = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}}]\n",
-       "                                var page_size4536ada1bdb848ffbaa910afe47b946d = 1\n",
-       "                                var pageIndex4536ada1bdb848ffbaa910afe47b946d = 1\n",
-       "                                var paginatedElements4536ada1bdb848ffbaa910afe47b946d = []\n",
-       "                                var activeFilter4536ada1bdb848ffbaa910afe47b946d;\n",
+       "                                var elementb012a2683aa4408d8ced44772986903f = [{\"id\": {\"value\": \"82f8e63aa515456483f6de9cf6eda223\", \"type\": \"clipboard\"}}]\n",
+       "                                var page_sizeb012a2683aa4408d8ced44772986903f = 1\n",
+       "                                var pageIndexb012a2683aa4408d8ced44772986903f = 1\n",
+       "                                var paginatedElementsb012a2683aa4408d8ced44772986903f = []\n",
+       "                                var activeFilterb012a2683aa4408d8ced44772986903f;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content4536ada1bdb848ffbaa910afe47b946d')\n",
+       "                                    let menu = document.getElementById('search-dropdown-contentb012a2683aa4408d8ced44772986903f')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -1617,10 +1625,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter4536ada1bdb848ffbaa910afe47b946d').innerText = attr;\n",
-       "                                                activeFilter4536ada1bdb848ffbaa910afe47b946d = attr;\n",
+       "                                                document.getElementById('menu-active-filterb012a2683aa4408d8ced44772986903f').innerText = attr;\n",
+       "                                                activeFilterb012a2683aa4408d8ced44772986903f = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content4536ada1bdb848ffbaa910afe47b946d'\n",
+       "                                                    'search-dropdown-contentb012a2683aa4408d8ced44772986903f'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -1630,30 +1638,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu4536ada1bdb848ffbaa910afe47b946d')\n",
+       "                                    let dropdown_field = document.getElementById('search-menub012a2683aa4408d8ced44772986903f')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter4536ada1bdb848ffbaa910afe47b946d')\n",
+       "                                    span.setAttribute('id', 'menu-active-filterb012a2683aa4408d8ced44772986903f')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilter4536ada1bdb848ffbaa910afe47b946d = init_filter;\n",
+       "                                    activeFilterb012a2683aa4408d8ced44772986903f = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(element4536ada1bdb848ffbaa910afe47b946d)\n",
+       "                                buildDropDownMenu(elementb012a2683aa4408d8ced44772986903f)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKey4536ada1bdb848ffbaa910afe47b946d' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKeyb012a2683aa4408d8ced44772986903f' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid4536ada1bdb848ffbaa910afe47b946d(element4536ada1bdb848ffbaa910afe47b946d)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGridb012a2683aa4408d8ced44772986903f(elementb012a2683aa4408d8ced44772986903f)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='total4536ada1bdb848ffbaa910afe47b946d'>0</h4></div>\n",
+       "                <div><h4 id='totalb012a2683aa4408d8ced44772986903f'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='table4536ada1bdb848ffbaa910afe47b946d' class='grid-table4536ada1bdb848ffbaa910afe47b946d' style='margin-top: 25px;'>\n",
+       "            <div id='tableb012a2683aa4408d8ced44772986903f' class='grid-tableb012a2683aa4408d8ced44772986903f' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginate4536ada1bdb848ffbaa910afe47b946d(arr, size) {\n",
+       "                    function paginateb012a2683aa4408d8ced44772986903f(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -1663,44 +1671,44 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGrid4536ada1bdb848ffbaa910afe47b946d(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey4536ada1bdb848ffbaa910afe47b946d').value;\n",
+       "                    function searchGridb012a2683aa4408d8ced44772986903f(elements){\n",
+       "                        let searchKey = document.getElementById('searchKeyb012a2683aa4408d8ced44772986903f').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter4536ada1bdb848ffbaa910afe47b946d]\n",
+       "                                let property = element[activeFilterb012a2683aa4408d8ced44772986903f]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter4536ada1bdb848ffbaa910afe47b946d].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilterb012a2683aa4408d8ced44772986903f].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter4536ada1bdb848ffbaa910afe47b946d].toString() === searchKey;\n",
+       "                                    return element[activeFilterb012a2683aa4408d8ced44772986903f].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilter4536ada1bdb848ffbaa910afe47b946d] === searchKey;\n",
+       "                                    return element[activeFilterb012a2683aa4408d8ced44772986903f] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetById4536ada1bdb848ffbaa910afe47b946d('table4536ada1bdb848ffbaa910afe47b946d');\n",
-       "                        resetById4536ada1bdb848ffbaa910afe47b946d('pag4536ada1bdb848ffbaa910afe47b946d');\n",
-       "                        result = paginate4536ada1bdb848ffbaa910afe47b946d(result, page_size4536ada1bdb848ffbaa910afe47b946d)\n",
-       "                        paginatedElements4536ada1bdb848ffbaa910afe47b946d = result\n",
-       "                        buildGrid4536ada1bdb848ffbaa910afe47b946d(result,pageIndex4536ada1bdb848ffbaa910afe47b946d);\n",
-       "                        buildPaginationContainer4536ada1bdb848ffbaa910afe47b946d(result);\n",
+       "                        resetByIdb012a2683aa4408d8ced44772986903f('tableb012a2683aa4408d8ced44772986903f');\n",
+       "                        resetByIdb012a2683aa4408d8ced44772986903f('pagb012a2683aa4408d8ced44772986903f');\n",
+       "                        result = paginateb012a2683aa4408d8ced44772986903f(result, page_sizeb012a2683aa4408d8ced44772986903f)\n",
+       "                        paginatedElementsb012a2683aa4408d8ced44772986903f = result\n",
+       "                        buildGridb012a2683aa4408d8ced44772986903f(result,pageIndexb012a2683aa4408d8ced44772986903f);\n",
+       "                        buildPaginationContainerb012a2683aa4408d8ced44772986903f(result);\n",
        "                    }\n",
        "\n",
-       "                    function resetById4536ada1bdb848ffbaa910afe47b946d(id){\n",
+       "                    function resetByIdb012a2683aa4408d8ced44772986903f(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGrid4536ada1bdb848ffbaa910afe47b946d(items, pageIndex){\n",
-       "                                let headers = Object.keys(element4536ada1bdb848ffbaa910afe47b946d[0]);\n",
+       "                    function buildGridb012a2683aa4408d8ced44772986903f(items, pageIndex){\n",
+       "                                let headers = Object.keys(elementb012a2683aa4408d8ced44772986903f[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"table4536ada1bdb848ffbaa910afe47b946d\");\n",
+       "                                let grid = document.getElementById(\"tableb012a2683aa4408d8ced44772986903f\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
@@ -1714,13 +1722,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_index4536ada1bdb848ffbaa910afe47b946d = ((pageIndex - 1) * page_size4536ada1bdb848ffbaa910afe47b946d)\n",
+       "                                    let table_indexb012a2683aa4408d8ced44772986903f = ((pageIndex - 1) * page_sizeb012a2683aa4408d8ced44772986903f)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table4536ada1bdb848ffbaa910afe47b946d\");\n",
+       "                                        let grid = document.getElementById(\"tableb012a2683aa4408d8ced44772986903f\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index4536ada1bdb848ffbaa910afe47b946d;\n",
+       "                                        divIndex.innerText = table_indexb012a2683aa4408d8ced44772986903f;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -1778,19 +1786,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_index4536ada1bdb848ffbaa910afe47b946d = table_index4536ada1bdb848ffbaa910afe47b946d + 1;\n",
+       "                                    table_indexb012a2683aa4408d8ced44772986903f = table_indexb012a2683aa4408d8ced44772986903f + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElements4536ada1bdb848ffbaa910afe47b946d = paginate4536ada1bdb848ffbaa910afe47b946d(element4536ada1bdb848ffbaa910afe47b946d, page_size4536ada1bdb848ffbaa910afe47b946d)\n",
-       "                    buildGrid4536ada1bdb848ffbaa910afe47b946d(paginatedElements4536ada1bdb848ffbaa910afe47b946d, 1)\n",
-       "                    document.getElementById('total4536ada1bdb848ffbaa910afe47b946d').innerText = \"Total: \" + element4536ada1bdb848ffbaa910afe47b946d.length\n",
+       "                    paginatedElementsb012a2683aa4408d8ced44772986903f = paginateb012a2683aa4408d8ced44772986903f(elementb012a2683aa4408d8ced44772986903f, page_sizeb012a2683aa4408d8ced44772986903f)\n",
+       "                    buildGridb012a2683aa4408d8ced44772986903f(paginatedElementsb012a2683aa4408d8ced44772986903f, 1)\n",
+       "                    document.getElementById('totalb012a2683aa4408d8ced44772986903f').innerText = \"Total: \" + elementb012a2683aa4408d8ced44772986903f.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pag4536ada1bdb848ffbaa910afe47b946d' class='paginationContainer'>\n",
+       "            <div id='pagb012a2683aa4408d8ced44772986903f' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainer4536ada1bdb848ffbaa910afe47b946d(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag4536ada1bdb848ffbaa910afe47b946d\");\n",
+       "                    function buildPaginationContainerb012a2683aa4408d8ced44772986903f(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pagb012a2683aa4408d8ced44772986903f\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -1800,20 +1808,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage4536ada1bdb848ffbaa910afe47b946d(i + 1);\n",
+       "                                      setPageb012a2683aa4408d8ced44772986903f(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPage4536ada1bdb848ffbaa910afe47b946d(newPage){\n",
+       "                    function setPageb012a2683aa4408d8ced44772986903f(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetById4536ada1bdb848ffbaa910afe47b946d('table4536ada1bdb848ffbaa910afe47b946d')\n",
-       "                        buildGrid4536ada1bdb848ffbaa910afe47b946d(paginatedElements4536ada1bdb848ffbaa910afe47b946d, pageIndex)\n",
+       "                        resetByIdb012a2683aa4408d8ced44772986903f('tableb012a2683aa4408d8ced44772986903f')\n",
+       "                        buildGridb012a2683aa4408d8ced44772986903f(paginatedElementsb012a2683aa4408d8ced44772986903f, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainer4536ada1bdb848ffbaa910afe47b946d(paginatedElements4536ada1bdb848ffbaa910afe47b946d)\n",
+       "                    buildPaginationContainerb012a2683aa4408d8ced44772986903f(paginatedElementsb012a2683aa4408d8ced44772986903f)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -1821,7 +1829,7 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla')]"
+       "[CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla')]"
       ]
      },
      "execution_count": 24,
@@ -2083,7 +2091,7 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-tablef18861bcfebc4f38b3562162126e044c {\n",
+       "    .grid-table8a2599d65b76402197bffb3eb8fd82df {\n",
        "        display:grid;\n",
        "        grid-template-columns: 1fr repeat(8, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
@@ -2255,25 +2263,25 @@
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menuf18861bcfebc4f38b3562162126e044c' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-contentf18861bcfebc4f38b3562162126e044c')\n",
+       "                        <div id='search-menu8a2599d65b76402197bffb3eb8fd82df' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content8a2599d65b76402197bffb3eb8fd82df')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-contentf18861bcfebc4f38b3562162126e044c' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-content8a2599d65b76402197bffb3eb8fd82df' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var elementf18861bcfebc4f38b3562162126e044c = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"c53f962e77b247f5b90eac6e5d67643b\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
-       "                                var page_sizef18861bcfebc4f38b3562162126e044c = 2\n",
-       "                                var pageIndexf18861bcfebc4f38b3562162126e044c = 1\n",
-       "                                var paginatedElementsf18861bcfebc4f38b3562162126e044c = []\n",
-       "                                var activeFilterf18861bcfebc4f38b3562162126e044c;\n",
+       "                                var element8a2599d65b76402197bffb3eb8fd82df = [{\"id\": {\"value\": \"82f8e63aa515456483f6de9cf6eda223\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"abbf245d31ce44b487a505e379c4645e\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
+       "                                var page_size8a2599d65b76402197bffb3eb8fd82df = 2\n",
+       "                                var pageIndex8a2599d65b76402197bffb3eb8fd82df = 1\n",
+       "                                var paginatedElements8a2599d65b76402197bffb3eb8fd82df = []\n",
+       "                                var activeFilter8a2599d65b76402197bffb3eb8fd82df;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-contentf18861bcfebc4f38b3562162126e044c')\n",
+       "                                    let menu = document.getElementById('search-dropdown-content8a2599d65b76402197bffb3eb8fd82df')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -2283,10 +2291,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filterf18861bcfebc4f38b3562162126e044c').innerText = attr;\n",
-       "                                                activeFilterf18861bcfebc4f38b3562162126e044c = attr;\n",
+       "                                                document.getElementById('menu-active-filter8a2599d65b76402197bffb3eb8fd82df').innerText = attr;\n",
+       "                                                activeFilter8a2599d65b76402197bffb3eb8fd82df = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-contentf18861bcfebc4f38b3562162126e044c'\n",
+       "                                                    'search-dropdown-content8a2599d65b76402197bffb3eb8fd82df'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -2296,30 +2304,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menuf18861bcfebc4f38b3562162126e044c')\n",
+       "                                    let dropdown_field = document.getElementById('search-menu8a2599d65b76402197bffb3eb8fd82df')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filterf18861bcfebc4f38b3562162126e044c')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter8a2599d65b76402197bffb3eb8fd82df')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilterf18861bcfebc4f38b3562162126e044c = init_filter;\n",
+       "                                    activeFilter8a2599d65b76402197bffb3eb8fd82df = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(elementf18861bcfebc4f38b3562162126e044c)\n",
+       "                                buildDropDownMenu(element8a2599d65b76402197bffb3eb8fd82df)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKeyf18861bcfebc4f38b3562162126e044c' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKey8a2599d65b76402197bffb3eb8fd82df' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGridf18861bcfebc4f38b3562162126e044c(elementf18861bcfebc4f38b3562162126e044c)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid8a2599d65b76402197bffb3eb8fd82df(element8a2599d65b76402197bffb3eb8fd82df)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='totalf18861bcfebc4f38b3562162126e044c'>0</h4></div>\n",
+       "                <div><h4 id='total8a2599d65b76402197bffb3eb8fd82df'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='tablef18861bcfebc4f38b3562162126e044c' class='grid-tablef18861bcfebc4f38b3562162126e044c' style='margin-top: 25px;'>\n",
+       "            <div id='table8a2599d65b76402197bffb3eb8fd82df' class='grid-table8a2599d65b76402197bffb3eb8fd82df' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginatef18861bcfebc4f38b3562162126e044c(arr, size) {\n",
+       "                    function paginate8a2599d65b76402197bffb3eb8fd82df(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -2329,44 +2337,44 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGridf18861bcfebc4f38b3562162126e044c(elements){\n",
-       "                        let searchKey = document.getElementById('searchKeyf18861bcfebc4f38b3562162126e044c').value;\n",
+       "                    function searchGrid8a2599d65b76402197bffb3eb8fd82df(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey8a2599d65b76402197bffb3eb8fd82df').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilterf18861bcfebc4f38b3562162126e044c]\n",
+       "                                let property = element[activeFilter8a2599d65b76402197bffb3eb8fd82df]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilterf18861bcfebc4f38b3562162126e044c].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilter8a2599d65b76402197bffb3eb8fd82df].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilterf18861bcfebc4f38b3562162126e044c].toString() === searchKey;\n",
+       "                                    return element[activeFilter8a2599d65b76402197bffb3eb8fd82df].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilterf18861bcfebc4f38b3562162126e044c] === searchKey;\n",
+       "                                    return element[activeFilter8a2599d65b76402197bffb3eb8fd82df] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetByIdf18861bcfebc4f38b3562162126e044c('tablef18861bcfebc4f38b3562162126e044c');\n",
-       "                        resetByIdf18861bcfebc4f38b3562162126e044c('pagf18861bcfebc4f38b3562162126e044c');\n",
-       "                        result = paginatef18861bcfebc4f38b3562162126e044c(result, page_sizef18861bcfebc4f38b3562162126e044c)\n",
-       "                        paginatedElementsf18861bcfebc4f38b3562162126e044c = result\n",
-       "                        buildGridf18861bcfebc4f38b3562162126e044c(result,pageIndexf18861bcfebc4f38b3562162126e044c);\n",
-       "                        buildPaginationContainerf18861bcfebc4f38b3562162126e044c(result);\n",
+       "                        resetById8a2599d65b76402197bffb3eb8fd82df('table8a2599d65b76402197bffb3eb8fd82df');\n",
+       "                        resetById8a2599d65b76402197bffb3eb8fd82df('pag8a2599d65b76402197bffb3eb8fd82df');\n",
+       "                        result = paginate8a2599d65b76402197bffb3eb8fd82df(result, page_size8a2599d65b76402197bffb3eb8fd82df)\n",
+       "                        paginatedElements8a2599d65b76402197bffb3eb8fd82df = result\n",
+       "                        buildGrid8a2599d65b76402197bffb3eb8fd82df(result,pageIndex8a2599d65b76402197bffb3eb8fd82df);\n",
+       "                        buildPaginationContainer8a2599d65b76402197bffb3eb8fd82df(result);\n",
        "                    }\n",
        "\n",
-       "                    function resetByIdf18861bcfebc4f38b3562162126e044c(id){\n",
+       "                    function resetById8a2599d65b76402197bffb3eb8fd82df(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGridf18861bcfebc4f38b3562162126e044c(items, pageIndex){\n",
-       "                                let headers = Object.keys(elementf18861bcfebc4f38b3562162126e044c[0]);\n",
+       "                    function buildGrid8a2599d65b76402197bffb3eb8fd82df(items, pageIndex){\n",
+       "                                let headers = Object.keys(element8a2599d65b76402197bffb3eb8fd82df[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"tablef18861bcfebc4f38b3562162126e044c\");\n",
+       "                                let grid = document.getElementById(\"table8a2599d65b76402197bffb3eb8fd82df\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
@@ -2380,13 +2388,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_indexf18861bcfebc4f38b3562162126e044c = ((pageIndex - 1) * page_sizef18861bcfebc4f38b3562162126e044c)\n",
+       "                                    let table_index8a2599d65b76402197bffb3eb8fd82df = ((pageIndex - 1) * page_size8a2599d65b76402197bffb3eb8fd82df)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"tablef18861bcfebc4f38b3562162126e044c\");\n",
+       "                                        let grid = document.getElementById(\"table8a2599d65b76402197bffb3eb8fd82df\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_indexf18861bcfebc4f38b3562162126e044c;\n",
+       "                                        divIndex.innerText = table_index8a2599d65b76402197bffb3eb8fd82df;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -2444,19 +2452,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_indexf18861bcfebc4f38b3562162126e044c = table_indexf18861bcfebc4f38b3562162126e044c + 1;\n",
+       "                                    table_index8a2599d65b76402197bffb3eb8fd82df = table_index8a2599d65b76402197bffb3eb8fd82df + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElementsf18861bcfebc4f38b3562162126e044c = paginatef18861bcfebc4f38b3562162126e044c(elementf18861bcfebc4f38b3562162126e044c, page_sizef18861bcfebc4f38b3562162126e044c)\n",
-       "                    buildGridf18861bcfebc4f38b3562162126e044c(paginatedElementsf18861bcfebc4f38b3562162126e044c, 1)\n",
-       "                    document.getElementById('totalf18861bcfebc4f38b3562162126e044c').innerText = \"Total: \" + elementf18861bcfebc4f38b3562162126e044c.length\n",
+       "                    paginatedElements8a2599d65b76402197bffb3eb8fd82df = paginate8a2599d65b76402197bffb3eb8fd82df(element8a2599d65b76402197bffb3eb8fd82df, page_size8a2599d65b76402197bffb3eb8fd82df)\n",
+       "                    buildGrid8a2599d65b76402197bffb3eb8fd82df(paginatedElements8a2599d65b76402197bffb3eb8fd82df, 1)\n",
+       "                    document.getElementById('total8a2599d65b76402197bffb3eb8fd82df').innerText = \"Total: \" + element8a2599d65b76402197bffb3eb8fd82df.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pagf18861bcfebc4f38b3562162126e044c' class='paginationContainer'>\n",
+       "            <div id='pag8a2599d65b76402197bffb3eb8fd82df' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainerf18861bcfebc4f38b3562162126e044c(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pagf18861bcfebc4f38b3562162126e044c\");\n",
+       "                    function buildPaginationContainer8a2599d65b76402197bffb3eb8fd82df(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag8a2599d65b76402197bffb3eb8fd82df\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -2466,20 +2474,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPagef18861bcfebc4f38b3562162126e044c(i + 1);\n",
+       "                                      setPage8a2599d65b76402197bffb3eb8fd82df(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPagef18861bcfebc4f38b3562162126e044c(newPage){\n",
+       "                    function setPage8a2599d65b76402197bffb3eb8fd82df(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetByIdf18861bcfebc4f38b3562162126e044c('tablef18861bcfebc4f38b3562162126e044c')\n",
-       "                        buildGridf18861bcfebc4f38b3562162126e044c(paginatedElementsf18861bcfebc4f38b3562162126e044c, pageIndex)\n",
+       "                        resetById8a2599d65b76402197bffb3eb8fd82df('table8a2599d65b76402197bffb3eb8fd82df')\n",
+       "                        buildGrid8a2599d65b76402197bffb3eb8fd82df(paginatedElements8a2599d65b76402197bffb3eb8fd82df, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainerf18861bcfebc4f38b3562162126e044c(paginatedElementsf18861bcfebc4f38b3562162126e044c)\n",
+       "                    buildPaginationContainer8a2599d65b76402197bffb3eb8fd82df(paginatedElements8a2599d65b76402197bffb3eb8fd82df)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -2487,8 +2495,8 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'),\n",
-       " UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]"
+       "[CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla'),\n",
+       " UpdateDatasetEvent(id=<UID: abbf245d31ce44b487a505e379c4645e>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 172952), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'})]"
       ]
      },
      "execution_count": 28,
@@ -2722,7 +2730,7 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-table8d88d7cd8eb74d4fb4c74bdef9f1d5a1 {\n",
+       "    .grid-table10b6eb454f4b44a19fde1602c69dd11c {\n",
        "        display:grid;\n",
        "        grid-template-columns: 1fr repeat(8, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
@@ -2894,25 +2902,25 @@
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                        <div id='search-menu10b6eb454f4b44a19fde1602c69dd11c' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content10b6eb454f4b44a19fde1602c69dd11c')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-content8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-content10b6eb454f4b44a19fde1602c69dd11c' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var element8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"c53f962e77b247f5b90eac6e5d67643b\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
-       "                                var page_size8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = 2\n",
-       "                                var pageIndex8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = 1\n",
-       "                                var paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = []\n",
-       "                                var activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1;\n",
+       "                                var element10b6eb454f4b44a19fde1602c69dd11c = [{\"id\": {\"value\": \"82f8e63aa515456483f6de9cf6eda223\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"abbf245d31ce44b487a505e379c4645e\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
+       "                                var page_size10b6eb454f4b44a19fde1602c69dd11c = 2\n",
+       "                                var pageIndex10b6eb454f4b44a19fde1602c69dd11c = 1\n",
+       "                                var paginatedElements10b6eb454f4b44a19fde1602c69dd11c = []\n",
+       "                                var activeFilter10b6eb454f4b44a19fde1602c69dd11c;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                                    let menu = document.getElementById('search-dropdown-content10b6eb454f4b44a19fde1602c69dd11c')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -2922,10 +2930,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter8d88d7cd8eb74d4fb4c74bdef9f1d5a1').innerText = attr;\n",
-       "                                                activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = attr;\n",
+       "                                                document.getElementById('menu-active-filter10b6eb454f4b44a19fde1602c69dd11c').innerText = attr;\n",
+       "                                                activeFilter10b6eb454f4b44a19fde1602c69dd11c = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content8d88d7cd8eb74d4fb4c74bdef9f1d5a1'\n",
+       "                                                    'search-dropdown-content10b6eb454f4b44a19fde1602c69dd11c'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -2935,30 +2943,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                                    let dropdown_field = document.getElementById('search-menu10b6eb454f4b44a19fde1602c69dd11c')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter10b6eb454f4b44a19fde1602c69dd11c')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = init_filter;\n",
+       "                                    activeFilter10b6eb454f4b44a19fde1602c69dd11c = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(element8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
+       "                                buildDropDownMenu(element10b6eb454f4b44a19fde1602c69dd11c)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKey8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKey10b6eb454f4b44a19fde1602c69dd11c' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(element8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid10b6eb454f4b44a19fde1602c69dd11c(element10b6eb454f4b44a19fde1602c69dd11c)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='total8d88d7cd8eb74d4fb4c74bdef9f1d5a1'>0</h4></div>\n",
+       "                <div><h4 id='total10b6eb454f4b44a19fde1602c69dd11c'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='table8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class='grid-table8d88d7cd8eb74d4fb4c74bdef9f1d5a1' style='margin-top: 25px;'>\n",
+       "            <div id='table10b6eb454f4b44a19fde1602c69dd11c' class='grid-table10b6eb454f4b44a19fde1602c69dd11c' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginate8d88d7cd8eb74d4fb4c74bdef9f1d5a1(arr, size) {\n",
+       "                    function paginate10b6eb454f4b44a19fde1602c69dd11c(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -2968,44 +2976,44 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey8d88d7cd8eb74d4fb4c74bdef9f1d5a1').value;\n",
+       "                    function searchGrid10b6eb454f4b44a19fde1602c69dd11c(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey10b6eb454f4b44a19fde1602c69dd11c').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1]\n",
+       "                                let property = element[activeFilter10b6eb454f4b44a19fde1602c69dd11c]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilter10b6eb454f4b44a19fde1602c69dd11c].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1].toString() === searchKey;\n",
+       "                                    return element[activeFilter10b6eb454f4b44a19fde1602c69dd11c].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilter8d88d7cd8eb74d4fb4c74bdef9f1d5a1] === searchKey;\n",
+       "                                    return element[activeFilter10b6eb454f4b44a19fde1602c69dd11c] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetById8d88d7cd8eb74d4fb4c74bdef9f1d5a1('table8d88d7cd8eb74d4fb4c74bdef9f1d5a1');\n",
-       "                        resetById8d88d7cd8eb74d4fb4c74bdef9f1d5a1('pag8d88d7cd8eb74d4fb4c74bdef9f1d5a1');\n",
-       "                        result = paginate8d88d7cd8eb74d4fb4c74bdef9f1d5a1(result, page_size8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
-       "                        paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = result\n",
-       "                        buildGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(result,pageIndex8d88d7cd8eb74d4fb4c74bdef9f1d5a1);\n",
-       "                        buildPaginationContainer8d88d7cd8eb74d4fb4c74bdef9f1d5a1(result);\n",
+       "                        resetById10b6eb454f4b44a19fde1602c69dd11c('table10b6eb454f4b44a19fde1602c69dd11c');\n",
+       "                        resetById10b6eb454f4b44a19fde1602c69dd11c('pag10b6eb454f4b44a19fde1602c69dd11c');\n",
+       "                        result = paginate10b6eb454f4b44a19fde1602c69dd11c(result, page_size10b6eb454f4b44a19fde1602c69dd11c)\n",
+       "                        paginatedElements10b6eb454f4b44a19fde1602c69dd11c = result\n",
+       "                        buildGrid10b6eb454f4b44a19fde1602c69dd11c(result,pageIndex10b6eb454f4b44a19fde1602c69dd11c);\n",
+       "                        buildPaginationContainer10b6eb454f4b44a19fde1602c69dd11c(result);\n",
        "                    }\n",
        "\n",
-       "                    function resetById8d88d7cd8eb74d4fb4c74bdef9f1d5a1(id){\n",
+       "                    function resetById10b6eb454f4b44a19fde1602c69dd11c(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(items, pageIndex){\n",
-       "                                let headers = Object.keys(element8d88d7cd8eb74d4fb4c74bdef9f1d5a1[0]);\n",
+       "                    function buildGrid10b6eb454f4b44a19fde1602c69dd11c(items, pageIndex){\n",
+       "                                let headers = Object.keys(element10b6eb454f4b44a19fde1602c69dd11c[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"table8d88d7cd8eb74d4fb4c74bdef9f1d5a1\");\n",
+       "                                let grid = document.getElementById(\"table10b6eb454f4b44a19fde1602c69dd11c\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
@@ -3019,13 +3027,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_index8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = ((pageIndex - 1) * page_size8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
+       "                                    let table_index10b6eb454f4b44a19fde1602c69dd11c = ((pageIndex - 1) * page_size10b6eb454f4b44a19fde1602c69dd11c)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table8d88d7cd8eb74d4fb4c74bdef9f1d5a1\");\n",
+       "                                        let grid = document.getElementById(\"table10b6eb454f4b44a19fde1602c69dd11c\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index8d88d7cd8eb74d4fb4c74bdef9f1d5a1;\n",
+       "                                        divIndex.innerText = table_index10b6eb454f4b44a19fde1602c69dd11c;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -3083,19 +3091,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_index8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = table_index8d88d7cd8eb74d4fb4c74bdef9f1d5a1 + 1;\n",
+       "                                    table_index10b6eb454f4b44a19fde1602c69dd11c = table_index10b6eb454f4b44a19fde1602c69dd11c + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1 = paginate8d88d7cd8eb74d4fb4c74bdef9f1d5a1(element8d88d7cd8eb74d4fb4c74bdef9f1d5a1, page_size8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
-       "                    buildGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1, 1)\n",
-       "                    document.getElementById('total8d88d7cd8eb74d4fb4c74bdef9f1d5a1').innerText = \"Total: \" + element8d88d7cd8eb74d4fb4c74bdef9f1d5a1.length\n",
+       "                    paginatedElements10b6eb454f4b44a19fde1602c69dd11c = paginate10b6eb454f4b44a19fde1602c69dd11c(element10b6eb454f4b44a19fde1602c69dd11c, page_size10b6eb454f4b44a19fde1602c69dd11c)\n",
+       "                    buildGrid10b6eb454f4b44a19fde1602c69dd11c(paginatedElements10b6eb454f4b44a19fde1602c69dd11c, 1)\n",
+       "                    document.getElementById('total10b6eb454f4b44a19fde1602c69dd11c').innerText = \"Total: \" + element10b6eb454f4b44a19fde1602c69dd11c.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pag8d88d7cd8eb74d4fb4c74bdef9f1d5a1' class='paginationContainer'>\n",
+       "            <div id='pag10b6eb454f4b44a19fde1602c69dd11c' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainer8d88d7cd8eb74d4fb4c74bdef9f1d5a1(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag8d88d7cd8eb74d4fb4c74bdef9f1d5a1\");\n",
+       "                    function buildPaginationContainer10b6eb454f4b44a19fde1602c69dd11c(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag10b6eb454f4b44a19fde1602c69dd11c\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -3105,20 +3113,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage8d88d7cd8eb74d4fb4c74bdef9f1d5a1(i + 1);\n",
+       "                                      setPage10b6eb454f4b44a19fde1602c69dd11c(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPage8d88d7cd8eb74d4fb4c74bdef9f1d5a1(newPage){\n",
+       "                    function setPage10b6eb454f4b44a19fde1602c69dd11c(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetById8d88d7cd8eb74d4fb4c74bdef9f1d5a1('table8d88d7cd8eb74d4fb4c74bdef9f1d5a1')\n",
-       "                        buildGrid8d88d7cd8eb74d4fb4c74bdef9f1d5a1(paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1, pageIndex)\n",
+       "                        resetById10b6eb454f4b44a19fde1602c69dd11c('table10b6eb454f4b44a19fde1602c69dd11c')\n",
+       "                        buildGrid10b6eb454f4b44a19fde1602c69dd11c(paginatedElements10b6eb454f4b44a19fde1602c69dd11c, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainer8d88d7cd8eb74d4fb4c74bdef9f1d5a1(paginatedElements8d88d7cd8eb74d4fb4c74bdef9f1d5a1)\n",
+       "                    buildPaginationContainer10b6eb454f4b44a19fde1602c69dd11c(paginatedElements10b6eb454f4b44a19fde1602c69dd11c)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -3126,8 +3134,8 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'),\n",
-       " UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]"
+       "[CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla'),\n",
+       " UpdateDatasetEvent(id=<UID: abbf245d31ce44b487a505e379c4645e>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 172952), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'})]"
       ]
      },
      "execution_count": 30,
@@ -3159,7 +3167,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'), UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]\n"
+      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla'), UpdateDatasetEvent(id=<UID: abbf245d31ce44b487a505e379c4645e>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 172952), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'}), UpdateDatasetEvent(id=<UID: 6b698e9fccd04f2499a0bcdb588ff49d>, creator=<UID: 9a1f1170f50546a68f11734b9e60b534>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 182961), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'})]\n"
      ]
     }
    ],
@@ -3400,7 +3408,7 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-table32803def46e942ae84a4c48a8fc0b494 {\n",
+       "    .grid-table8e106a851491452cb680159b3395f5ff {\n",
        "        display:grid;\n",
        "        grid-template-columns: 1fr repeat(8, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
@@ -3572,25 +3580,25 @@
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu32803def46e942ae84a4c48a8fc0b494' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content32803def46e942ae84a4c48a8fc0b494')\n",
+       "                        <div id='search-menu8e106a851491452cb680159b3395f5ff' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content8e106a851491452cb680159b3395f5ff')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-content32803def46e942ae84a4c48a8fc0b494' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-content8e106a851491452cb680159b3395f5ff' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var element32803def46e942ae84a4c48a8fc0b494 = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"c53f962e77b247f5b90eac6e5d67643b\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}, {\"id\": {\"value\": \"2b3cf90527824a41ab41ce6b7a2f4107\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
-       "                                var page_size32803def46e942ae84a4c48a8fc0b494 = 3\n",
-       "                                var pageIndex32803def46e942ae84a4c48a8fc0b494 = 1\n",
-       "                                var paginatedElements32803def46e942ae84a4c48a8fc0b494 = []\n",
-       "                                var activeFilter32803def46e942ae84a4c48a8fc0b494;\n",
+       "                                var element8e106a851491452cb680159b3395f5ff = [{\"id\": {\"value\": \"82f8e63aa515456483f6de9cf6eda223\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"abbf245d31ce44b487a505e379c4645e\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}, {\"id\": {\"value\": \"6b698e9fccd04f2499a0bcdb588ff49d\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
+       "                                var page_size8e106a851491452cb680159b3395f5ff = 3\n",
+       "                                var pageIndex8e106a851491452cb680159b3395f5ff = 1\n",
+       "                                var paginatedElements8e106a851491452cb680159b3395f5ff = []\n",
+       "                                var activeFilter8e106a851491452cb680159b3395f5ff;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content32803def46e942ae84a4c48a8fc0b494')\n",
+       "                                    let menu = document.getElementById('search-dropdown-content8e106a851491452cb680159b3395f5ff')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -3600,10 +3608,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter32803def46e942ae84a4c48a8fc0b494').innerText = attr;\n",
-       "                                                activeFilter32803def46e942ae84a4c48a8fc0b494 = attr;\n",
+       "                                                document.getElementById('menu-active-filter8e106a851491452cb680159b3395f5ff').innerText = attr;\n",
+       "                                                activeFilter8e106a851491452cb680159b3395f5ff = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content32803def46e942ae84a4c48a8fc0b494'\n",
+       "                                                    'search-dropdown-content8e106a851491452cb680159b3395f5ff'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -3613,30 +3621,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu32803def46e942ae84a4c48a8fc0b494')\n",
+       "                                    let dropdown_field = document.getElementById('search-menu8e106a851491452cb680159b3395f5ff')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter32803def46e942ae84a4c48a8fc0b494')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter8e106a851491452cb680159b3395f5ff')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilter32803def46e942ae84a4c48a8fc0b494 = init_filter;\n",
+       "                                    activeFilter8e106a851491452cb680159b3395f5ff = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(element32803def46e942ae84a4c48a8fc0b494)\n",
+       "                                buildDropDownMenu(element8e106a851491452cb680159b3395f5ff)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKey32803def46e942ae84a4c48a8fc0b494' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKey8e106a851491452cb680159b3395f5ff' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid32803def46e942ae84a4c48a8fc0b494(element32803def46e942ae84a4c48a8fc0b494)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid8e106a851491452cb680159b3395f5ff(element8e106a851491452cb680159b3395f5ff)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='total32803def46e942ae84a4c48a8fc0b494'>0</h4></div>\n",
+       "                <div><h4 id='total8e106a851491452cb680159b3395f5ff'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='table32803def46e942ae84a4c48a8fc0b494' class='grid-table32803def46e942ae84a4c48a8fc0b494' style='margin-top: 25px;'>\n",
+       "            <div id='table8e106a851491452cb680159b3395f5ff' class='grid-table8e106a851491452cb680159b3395f5ff' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginate32803def46e942ae84a4c48a8fc0b494(arr, size) {\n",
+       "                    function paginate8e106a851491452cb680159b3395f5ff(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -3646,44 +3654,44 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGrid32803def46e942ae84a4c48a8fc0b494(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey32803def46e942ae84a4c48a8fc0b494').value;\n",
+       "                    function searchGrid8e106a851491452cb680159b3395f5ff(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey8e106a851491452cb680159b3395f5ff').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter32803def46e942ae84a4c48a8fc0b494]\n",
+       "                                let property = element[activeFilter8e106a851491452cb680159b3395f5ff]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter32803def46e942ae84a4c48a8fc0b494].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilter8e106a851491452cb680159b3395f5ff].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter32803def46e942ae84a4c48a8fc0b494].toString() === searchKey;\n",
+       "                                    return element[activeFilter8e106a851491452cb680159b3395f5ff].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilter32803def46e942ae84a4c48a8fc0b494] === searchKey;\n",
+       "                                    return element[activeFilter8e106a851491452cb680159b3395f5ff] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetById32803def46e942ae84a4c48a8fc0b494('table32803def46e942ae84a4c48a8fc0b494');\n",
-       "                        resetById32803def46e942ae84a4c48a8fc0b494('pag32803def46e942ae84a4c48a8fc0b494');\n",
-       "                        result = paginate32803def46e942ae84a4c48a8fc0b494(result, page_size32803def46e942ae84a4c48a8fc0b494)\n",
-       "                        paginatedElements32803def46e942ae84a4c48a8fc0b494 = result\n",
-       "                        buildGrid32803def46e942ae84a4c48a8fc0b494(result,pageIndex32803def46e942ae84a4c48a8fc0b494);\n",
-       "                        buildPaginationContainer32803def46e942ae84a4c48a8fc0b494(result);\n",
+       "                        resetById8e106a851491452cb680159b3395f5ff('table8e106a851491452cb680159b3395f5ff');\n",
+       "                        resetById8e106a851491452cb680159b3395f5ff('pag8e106a851491452cb680159b3395f5ff');\n",
+       "                        result = paginate8e106a851491452cb680159b3395f5ff(result, page_size8e106a851491452cb680159b3395f5ff)\n",
+       "                        paginatedElements8e106a851491452cb680159b3395f5ff = result\n",
+       "                        buildGrid8e106a851491452cb680159b3395f5ff(result,pageIndex8e106a851491452cb680159b3395f5ff);\n",
+       "                        buildPaginationContainer8e106a851491452cb680159b3395f5ff(result);\n",
        "                    }\n",
        "\n",
-       "                    function resetById32803def46e942ae84a4c48a8fc0b494(id){\n",
+       "                    function resetById8e106a851491452cb680159b3395f5ff(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGrid32803def46e942ae84a4c48a8fc0b494(items, pageIndex){\n",
-       "                                let headers = Object.keys(element32803def46e942ae84a4c48a8fc0b494[0]);\n",
+       "                    function buildGrid8e106a851491452cb680159b3395f5ff(items, pageIndex){\n",
+       "                                let headers = Object.keys(element8e106a851491452cb680159b3395f5ff[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"table32803def46e942ae84a4c48a8fc0b494\");\n",
+       "                                let grid = document.getElementById(\"table8e106a851491452cb680159b3395f5ff\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
@@ -3697,13 +3705,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_index32803def46e942ae84a4c48a8fc0b494 = ((pageIndex - 1) * page_size32803def46e942ae84a4c48a8fc0b494)\n",
+       "                                    let table_index8e106a851491452cb680159b3395f5ff = ((pageIndex - 1) * page_size8e106a851491452cb680159b3395f5ff)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table32803def46e942ae84a4c48a8fc0b494\");\n",
+       "                                        let grid = document.getElementById(\"table8e106a851491452cb680159b3395f5ff\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index32803def46e942ae84a4c48a8fc0b494;\n",
+       "                                        divIndex.innerText = table_index8e106a851491452cb680159b3395f5ff;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -3761,19 +3769,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_index32803def46e942ae84a4c48a8fc0b494 = table_index32803def46e942ae84a4c48a8fc0b494 + 1;\n",
+       "                                    table_index8e106a851491452cb680159b3395f5ff = table_index8e106a851491452cb680159b3395f5ff + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElements32803def46e942ae84a4c48a8fc0b494 = paginate32803def46e942ae84a4c48a8fc0b494(element32803def46e942ae84a4c48a8fc0b494, page_size32803def46e942ae84a4c48a8fc0b494)\n",
-       "                    buildGrid32803def46e942ae84a4c48a8fc0b494(paginatedElements32803def46e942ae84a4c48a8fc0b494, 1)\n",
-       "                    document.getElementById('total32803def46e942ae84a4c48a8fc0b494').innerText = \"Total: \" + element32803def46e942ae84a4c48a8fc0b494.length\n",
+       "                    paginatedElements8e106a851491452cb680159b3395f5ff = paginate8e106a851491452cb680159b3395f5ff(element8e106a851491452cb680159b3395f5ff, page_size8e106a851491452cb680159b3395f5ff)\n",
+       "                    buildGrid8e106a851491452cb680159b3395f5ff(paginatedElements8e106a851491452cb680159b3395f5ff, 1)\n",
+       "                    document.getElementById('total8e106a851491452cb680159b3395f5ff').innerText = \"Total: \" + element8e106a851491452cb680159b3395f5ff.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pag32803def46e942ae84a4c48a8fc0b494' class='paginationContainer'>\n",
+       "            <div id='pag8e106a851491452cb680159b3395f5ff' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainer32803def46e942ae84a4c48a8fc0b494(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag32803def46e942ae84a4c48a8fc0b494\");\n",
+       "                    function buildPaginationContainer8e106a851491452cb680159b3395f5ff(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag8e106a851491452cb680159b3395f5ff\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -3783,20 +3791,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage32803def46e942ae84a4c48a8fc0b494(i + 1);\n",
+       "                                      setPage8e106a851491452cb680159b3395f5ff(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPage32803def46e942ae84a4c48a8fc0b494(newPage){\n",
+       "                    function setPage8e106a851491452cb680159b3395f5ff(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetById32803def46e942ae84a4c48a8fc0b494('table32803def46e942ae84a4c48a8fc0b494')\n",
-       "                        buildGrid32803def46e942ae84a4c48a8fc0b494(paginatedElements32803def46e942ae84a4c48a8fc0b494, pageIndex)\n",
+       "                        resetById8e106a851491452cb680159b3395f5ff('table8e106a851491452cb680159b3395f5ff')\n",
+       "                        buildGrid8e106a851491452cb680159b3395f5ff(paginatedElements8e106a851491452cb680159b3395f5ff, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainer32803def46e942ae84a4c48a8fc0b494(paginatedElements32803def46e942ae84a4c48a8fc0b494)\n",
+       "                    buildPaginationContainer8e106a851491452cb680159b3395f5ff(paginatedElements8e106a851491452cb680159b3395f5ff)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -3804,9 +3812,9 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'),\n",
-       " UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}),\n",
-       " UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]"
+       "[CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla'),\n",
+       " UpdateDatasetEvent(id=<UID: abbf245d31ce44b487a505e379c4645e>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 172952), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'}),\n",
+       " UpdateDatasetEvent(id=<UID: 6b698e9fccd04f2499a0bcdb588ff49d>, creator=<UID: 9a1f1170f50546a68f11734b9e60b534>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 182961), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'})]"
       ]
      },
      "execution_count": 35,
@@ -4030,7 +4038,7 @@
        "        flex-grow: 0;\n",
        "    }\n",
        "\n",
-       "    .grid-table74686269b13844378b8b4c254710957c {\n",
+       "    .grid-table9acd681e74694a1cb2960a51d205fa9a {\n",
        "        display:grid;\n",
        "        grid-template-columns: 1fr repeat(8, 1fr);\n",
        "        grid-template-rows: repeat(2, 1fr);\n",
@@ -4202,25 +4210,25 @@
        "            <div style=\"padding-top: 16px; display:flex;justify-content: space-between; align-items: center;\">\n",
        "                <div class='pt-25 gap-10' style=\"display:flex;\">\n",
        "                    <div class=\"search-field\">\n",
-       "                        <div id='search-menu74686269b13844378b8b4c254710957c' class=\"syft-dropdown\" onclick=\"{\n",
-       "                            let doc = document.getElementById('search-dropdown-content74686269b13844378b8b4c254710957c')\n",
+       "                        <div id='search-menu9acd681e74694a1cb2960a51d205fa9a' class=\"syft-dropdown\" onclick=\"{\n",
+       "                            let doc = document.getElementById('search-dropdown-content9acd681e74694a1cb2960a51d205fa9a')\n",
        "                            if (doc.style.display === 'block'){\n",
        "                                doc.style.display = 'none'\n",
        "                            } else {\n",
        "                                doc.style.display = 'block'\n",
        "                            }\n",
        "                            }\">\n",
-       "                            <div id='search-dropdown-content74686269b13844378b8b4c254710957c' class='syft-dropdown-content'></div>\n",
+       "                            <div id='search-dropdown-content9acd681e74694a1cb2960a51d205fa9a' class='syft-dropdown-content'></div>\n",
        "                            <script>\n",
-       "                                var element74686269b13844378b8b4c254710957c = [{\"id\": {\"value\": \"1136cc585ee04af6bfff1c61c25e16c2\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"c53f962e77b247f5b90eac6e5d67643b\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}, {\"id\": {\"value\": \"2b3cf90527824a41ab41ce6b7a2f4107\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
-       "                                var page_size74686269b13844378b8b4c254710957c = 3\n",
-       "                                var pageIndex74686269b13844378b8b4c254710957c = 1\n",
-       "                                var paginatedElements74686269b13844378b8b4c254710957c = []\n",
-       "                                var activeFilter74686269b13844378b8b4c254710957c;\n",
+       "                                var element9acd681e74694a1cb2960a51d205fa9a = [{\"id\": {\"value\": \"82f8e63aa515456483f6de9cf6eda223\", \"type\": \"clipboard\"}, \"type\": \"CreateDatasetEvent\"}, {\"id\": {\"value\": \"abbf245d31ce44b487a505e379c4645e\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}, {\"id\": {\"value\": \"6b698e9fccd04f2499a0bcdb588ff49d\", \"type\": \"clipboard\"}, \"type\": \"UpdateDatasetEvent\"}]\n",
+       "                                var page_size9acd681e74694a1cb2960a51d205fa9a = 3\n",
+       "                                var pageIndex9acd681e74694a1cb2960a51d205fa9a = 1\n",
+       "                                var paginatedElements9acd681e74694a1cb2960a51d205fa9a = []\n",
+       "                                var activeFilter9acd681e74694a1cb2960a51d205fa9a;\n",
        "\n",
        "                                function buildDropDownMenu(elements){\n",
        "                                    let init_filter;\n",
-       "                                    let menu = document.getElementById('search-dropdown-content74686269b13844378b8b4c254710957c')\n",
+       "                                    let menu = document.getElementById('search-dropdown-content9acd681e74694a1cb2960a51d205fa9a')\n",
        "                                    if (elements.length > 0) {\n",
        "                                        let sample = elements[0]\n",
        "                                        for (const attr in sample) {\n",
@@ -4230,10 +4238,10 @@
        "                                            let content = document.createElement('div');\n",
        "                                            content.onclick = function(event) {\n",
        "                                                event.stopPropagation()\n",
-       "                                                document.getElementById('menu-active-filter74686269b13844378b8b4c254710957c').innerText = attr;\n",
-       "                                                activeFilter74686269b13844378b8b4c254710957c = attr;\n",
+       "                                                document.getElementById('menu-active-filter9acd681e74694a1cb2960a51d205fa9a').innerText = attr;\n",
+       "                                                activeFilter9acd681e74694a1cb2960a51d205fa9a = attr;\n",
        "                                                document.getElementById(\n",
-       "                                                    'search-dropdown-content74686269b13844378b8b4c254710957c'\n",
+       "                                                    'search-dropdown-content9acd681e74694a1cb2960a51d205fa9a'\n",
        "                                                ).style.display= 'none';\n",
        "                                            }\n",
        "                                            content.classList.add(\"dd-options\");\n",
@@ -4243,30 +4251,30 @@
        "                                    } else {\n",
        "                                        let init_filter = '---'\n",
        "                                    }\n",
-       "                                    let dropdown_field = document.getElementById('search-menu74686269b13844378b8b4c254710957c')\n",
+       "                                    let dropdown_field = document.getElementById('search-menu9acd681e74694a1cb2960a51d205fa9a')\n",
        "                                    let span = document.createElement('span')\n",
-       "                                    span.setAttribute('id', 'menu-active-filter74686269b13844378b8b4c254710957c')\n",
+       "                                    span.setAttribute('id', 'menu-active-filter9acd681e74694a1cb2960a51d205fa9a')\n",
        "                                    span.innerText = init_filter\n",
-       "                                    activeFilter74686269b13844378b8b4c254710957c = init_filter;\n",
+       "                                    activeFilter9acd681e74694a1cb2960a51d205fa9a = init_filter;\n",
        "                                    dropdown_field.appendChild(span)\n",
        "                                }\n",
        "\n",
-       "                                buildDropDownMenu(element74686269b13844378b8b4c254710957c)\n",
+       "                                buildDropDownMenu(element9acd681e74694a1cb2960a51d205fa9a)\n",
        "                            </script>\n",
        "                        </div>\n",
-       "                        <input id='searchKey74686269b13844378b8b4c254710957c' class='search-input' placeholder='Enter search here ...'  />\n",
+       "                        <input id='searchKey9acd681e74694a1cb2960a51d205fa9a' class='search-input' placeholder='Enter search here ...'  />\n",
        "                    </div>\n",
-       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid74686269b13844378b8b4c254710957c(element74686269b13844378b8b4c254710957c)\">\n",
+       "                    <button class='search-button' type=\"button\" onclick=\"searchGrid9acd681e74694a1cb2960a51d205fa9a(element9acd681e74694a1cb2960a51d205fa9a)\">\n",
        "                        <svg width=\"11\" height=\"10\" viewBox=\"0 0 11 10\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.5652 9.23467L8.21819 6.88811C8.89846 6.07141 9.23767 5.02389 9.16527 3.96345C9.09287 2.90302 8.61443 1.91132 7.82948 1.19466C7.04453 0.477995 6.01349 0.0915414 4.95087 0.115691C3.88824 0.139841 2.87583 0.572735 2.12425 1.32432C1.37266 2.0759 0.939768 3.08831 0.915618 4.15094C0.891468 5.21357 1.27792 6.2446 1.99459 7.02955C2.71125 7.8145 3.70295 8.29294 4.76338 8.36535C5.82381 8.43775 6.87134 8.09853 7.68804 7.41827L10.0346 9.7653C10.0694 9.80014 10.1108 9.82778 10.1563 9.84663C10.2018 9.86549 10.2506 9.87519 10.2999 9.87519C10.3492 9.87519 10.398 9.86549 10.4435 9.84663C10.489 9.82778 10.5304 9.80014 10.5652 9.7653C10.6001 9.73046 10.6277 9.68909 10.6466 9.64357C10.6654 9.59805 10.6751 9.54926 10.6751 9.49998C10.6751 9.45071 10.6654 9.40192 10.6466 9.3564C10.6277 9.31088 10.6001 9.26951 10.5652 9.23467ZM1.67491 4.24998C1.67491 3.58247 1.87285 2.92995 2.2437 2.37493C2.61455 1.81992 3.14165 1.38734 3.75835 1.13189C4.37506 0.876446 5.05366 0.809609 5.70834 0.939835C6.36303 1.07006 6.96439 1.3915 7.4364 1.8635C7.9084 2.3355 8.22984 2.93687 8.36006 3.59155C8.49029 4.24624 8.42345 4.92484 8.168 5.54154C7.91256 6.15824 7.47998 6.68535 6.92496 7.05619C6.36995 7.42704 5.71742 7.62498 5.04991 7.62498C4.15511 7.62399 3.29724 7.26809 2.66452 6.63537C2.0318 6.00265 1.6759 5.14479 1.67491 4.24998Z\" fill=\"currentColor\"/></svg>\n",
        "                        <span class='pl-8'>Search</span>\n",
        "                    </button>\n",
        "                </div>\n",
        "\n",
-       "                <div><h4 id='total74686269b13844378b8b4c254710957c'>0</h4></div>\n",
+       "                <div><h4 id='total9acd681e74694a1cb2960a51d205fa9a'>0</h4></div>\n",
        "            </div>\n",
-       "            <div id='table74686269b13844378b8b4c254710957c' class='grid-table74686269b13844378b8b4c254710957c' style='margin-top: 25px;'>\n",
+       "            <div id='table9acd681e74694a1cb2960a51d205fa9a' class='grid-table9acd681e74694a1cb2960a51d205fa9a' style='margin-top: 25px;'>\n",
        "                <script>\n",
-       "                    function paginate74686269b13844378b8b4c254710957c(arr, size) {\n",
+       "                    function paginate9acd681e74694a1cb2960a51d205fa9a(arr, size) {\n",
        "                        const res = [];\n",
        "                        for (let i = 0; i < arr.length; i += size) {\n",
        "                            const chunk = arr.slice(i, i + size);\n",
@@ -4276,44 +4284,44 @@
        "                        return res;\n",
        "                    }\n",
        "\n",
-       "                    function searchGrid74686269b13844378b8b4c254710957c(elements){\n",
-       "                        let searchKey = document.getElementById('searchKey74686269b13844378b8b4c254710957c').value;\n",
+       "                    function searchGrid9acd681e74694a1cb2960a51d205fa9a(elements){\n",
+       "                        let searchKey = document.getElementById('searchKey9acd681e74694a1cb2960a51d205fa9a').value;\n",
        "                        let result;\n",
        "                        if (searchKey === ''){\n",
        "                            result = elements;\n",
        "                        } else {\n",
        "                            result = elements.filter((element) => {\n",
-       "                                let property = element[activeFilter74686269b13844378b8b4c254710957c]\n",
+       "                                let property = element[activeFilter9acd681e74694a1cb2960a51d205fa9a]\n",
        "                                if (typeof property === 'object' && property !== null){\n",
        "                                    return property.value.toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (typeof property === 'string' ) {\n",
-       "                                    return element[activeFilter74686269b13844378b8b4c254710957c].toLowerCase().includes(searchKey.toLowerCase());\n",
+       "                                    return element[activeFilter9acd681e74694a1cb2960a51d205fa9a].toLowerCase().includes(searchKey.toLowerCase());\n",
        "                                } else if (property !== null ) {\n",
-       "                                    return element[activeFilter74686269b13844378b8b4c254710957c].toString() === searchKey;\n",
+       "                                    return element[activeFilter9acd681e74694a1cb2960a51d205fa9a].toString() === searchKey;\n",
        "                                } else {\n",
-       "                                    return element[activeFilter74686269b13844378b8b4c254710957c] === searchKey;\n",
+       "                                    return element[activeFilter9acd681e74694a1cb2960a51d205fa9a] === searchKey;\n",
        "                                }\n",
        "                            } );\n",
        "                        }\n",
-       "                        resetById74686269b13844378b8b4c254710957c('table74686269b13844378b8b4c254710957c');\n",
-       "                        resetById74686269b13844378b8b4c254710957c('pag74686269b13844378b8b4c254710957c');\n",
-       "                        result = paginate74686269b13844378b8b4c254710957c(result, page_size74686269b13844378b8b4c254710957c)\n",
-       "                        paginatedElements74686269b13844378b8b4c254710957c = result\n",
-       "                        buildGrid74686269b13844378b8b4c254710957c(result,pageIndex74686269b13844378b8b4c254710957c);\n",
-       "                        buildPaginationContainer74686269b13844378b8b4c254710957c(result);\n",
+       "                        resetById9acd681e74694a1cb2960a51d205fa9a('table9acd681e74694a1cb2960a51d205fa9a');\n",
+       "                        resetById9acd681e74694a1cb2960a51d205fa9a('pag9acd681e74694a1cb2960a51d205fa9a');\n",
+       "                        result = paginate9acd681e74694a1cb2960a51d205fa9a(result, page_size9acd681e74694a1cb2960a51d205fa9a)\n",
+       "                        paginatedElements9acd681e74694a1cb2960a51d205fa9a = result\n",
+       "                        buildGrid9acd681e74694a1cb2960a51d205fa9a(result,pageIndex9acd681e74694a1cb2960a51d205fa9a);\n",
+       "                        buildPaginationContainer9acd681e74694a1cb2960a51d205fa9a(result);\n",
        "                    }\n",
        "\n",
-       "                    function resetById74686269b13844378b8b4c254710957c(id){\n",
+       "                    function resetById9acd681e74694a1cb2960a51d205fa9a(id){\n",
        "                        let element = document.getElementById(id);\n",
        "                        while (element.firstChild) {\n",
        "                          element.removeChild(element.firstChild);\n",
        "                        }\n",
        "                    }\n",
        "\n",
-       "                    function buildGrid74686269b13844378b8b4c254710957c(items, pageIndex){\n",
-       "                                let headers = Object.keys(element74686269b13844378b8b4c254710957c[0]);\n",
+       "                    function buildGrid9acd681e74694a1cb2960a51d205fa9a(items, pageIndex){\n",
+       "                                let headers = Object.keys(element9acd681e74694a1cb2960a51d205fa9a[0]);\n",
        "\n",
-       "                                let grid = document.getElementById(\"table74686269b13844378b8b4c254710957c\");\n",
+       "                                let grid = document.getElementById(\"table9acd681e74694a1cb2960a51d205fa9a\");\n",
        "                                let div = document.createElement(\"div\");\n",
        "                                div.classList.add('grid-header', 'grid-index-cells');\n",
        "                                grid.appendChild(div);\n",
@@ -4327,13 +4335,13 @@
        "\n",
        "                                let page = items[pageIndex -1]\n",
        "                                if (page !== 'undefine'){\n",
-       "                                    let table_index74686269b13844378b8b4c254710957c = ((pageIndex - 1) * page_size74686269b13844378b8b4c254710957c)\n",
+       "                                    let table_index9acd681e74694a1cb2960a51d205fa9a = ((pageIndex - 1) * page_size9acd681e74694a1cb2960a51d205fa9a)\n",
        "                                    page.forEach((item) => {\n",
-       "                                        let grid = document.getElementById(\"table74686269b13844378b8b4c254710957c\");\n",
+       "                                        let grid = document.getElementById(\"table9acd681e74694a1cb2960a51d205fa9a\");\n",
        "                                        // Add new index value in index cells\n",
        "                                        let divIndex = document.createElement(\"div\");\n",
        "                                        divIndex.classList.add('grid-row', 'grid-index-cells');\n",
-       "                                        divIndex.innerText = table_index74686269b13844378b8b4c254710957c;\n",
+       "                                        divIndex.innerText = table_index9acd681e74694a1cb2960a51d205fa9a;\n",
        "                                        grid.appendChild(divIndex);\n",
        "\n",
        "                                        // Iterate over the actual obj\n",
@@ -4391,19 +4399,19 @@
        "                                            }\n",
        "                                            grid.appendChild(div);\n",
        "                                        }\n",
-       "                                    table_index74686269b13844378b8b4c254710957c = table_index74686269b13844378b8b4c254710957c + 1;\n",
+       "                                    table_index9acd681e74694a1cb2960a51d205fa9a = table_index9acd681e74694a1cb2960a51d205fa9a + 1;\n",
        "                                    })\n",
        "                                }\n",
        "                    }\n",
-       "                    paginatedElements74686269b13844378b8b4c254710957c = paginate74686269b13844378b8b4c254710957c(element74686269b13844378b8b4c254710957c, page_size74686269b13844378b8b4c254710957c)\n",
-       "                    buildGrid74686269b13844378b8b4c254710957c(paginatedElements74686269b13844378b8b4c254710957c, 1)\n",
-       "                    document.getElementById('total74686269b13844378b8b4c254710957c').innerText = \"Total: \" + element74686269b13844378b8b4c254710957c.length\n",
+       "                    paginatedElements9acd681e74694a1cb2960a51d205fa9a = paginate9acd681e74694a1cb2960a51d205fa9a(element9acd681e74694a1cb2960a51d205fa9a, page_size9acd681e74694a1cb2960a51d205fa9a)\n",
+       "                    buildGrid9acd681e74694a1cb2960a51d205fa9a(paginatedElements9acd681e74694a1cb2960a51d205fa9a, 1)\n",
+       "                    document.getElementById('total9acd681e74694a1cb2960a51d205fa9a').innerText = \"Total: \" + element9acd681e74694a1cb2960a51d205fa9a.length\n",
        "                </script>\n",
        "            </div>\n",
-       "            <div id='pag74686269b13844378b8b4c254710957c' class='paginationContainer'>\n",
+       "            <div id='pag9acd681e74694a1cb2960a51d205fa9a' class='paginationContainer'>\n",
        "                <script>\n",
-       "                    function buildPaginationContainer74686269b13844378b8b4c254710957c(paginatedElements){\n",
-       "                            let pageContainer = document.getElementById(\"pag74686269b13844378b8b4c254710957c\");\n",
+       "                    function buildPaginationContainer9acd681e74694a1cb2960a51d205fa9a(paginatedElements){\n",
+       "                            let pageContainer = document.getElementById(\"pag9acd681e74694a1cb2960a51d205fa9a\");\n",
        "                            for (let i = 0; i < paginatedElements.length; i++) {\n",
        "                                  let div = document.createElement(\"div\");\n",
        "                                  div.classList.add('page');\n",
@@ -4413,20 +4421,20 @@
        "                                      let indexes = document.getElementsByClassName('page');\n",
        "                                      for (let index of indexes) { index.style.color = 'var(--tertiary-color, \"gray\")' }\n",
        "                                      event.target.style.color = \"gray\";\n",
-       "                                      setPage74686269b13844378b8b4c254710957c(i + 1);\n",
+       "                                      setPage9acd681e74694a1cb2960a51d205fa9a(i + 1);\n",
        "                                  };\n",
        "                                  div.innerText = i + 1;\n",
        "                                  pageContainer.appendChild(div);\n",
        "                            }\n",
        "                    }\n",
        "\n",
-       "                    function setPage74686269b13844378b8b4c254710957c(newPage){\n",
+       "                    function setPage9acd681e74694a1cb2960a51d205fa9a(newPage){\n",
        "                        pageIndex = newPage\n",
-       "                        resetById74686269b13844378b8b4c254710957c('table74686269b13844378b8b4c254710957c')\n",
-       "                        buildGrid74686269b13844378b8b4c254710957c(paginatedElements74686269b13844378b8b4c254710957c, pageIndex)\n",
+       "                        resetById9acd681e74694a1cb2960a51d205fa9a('table9acd681e74694a1cb2960a51d205fa9a')\n",
+       "                        buildGrid9acd681e74694a1cb2960a51d205fa9a(paginatedElements9acd681e74694a1cb2960a51d205fa9a, pageIndex)\n",
        "                    }\n",
        "\n",
-       "                    buildPaginationContainer74686269b13844378b8b4c254710957c(paginatedElements74686269b13844378b8b4c254710957c)\n",
+       "                    buildPaginationContainer9acd681e74694a1cb2960a51d205fa9a(paginatedElements9acd681e74694a1cb2960a51d205fa9a)\n",
        "                </script>\n",
        "            </div>\n",
        "        </div>\n",
@@ -4434,9 +4442,9 @@
        "    </div>\n"
       ],
       "text/plain": [
-       "[CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'),\n",
-       " UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}),\n",
-       " UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'})]"
+       "[CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla'),\n",
+       " UpdateDatasetEvent(id=<UID: abbf245d31ce44b487a505e379c4645e>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 172952), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'}),\n",
+       " UpdateDatasetEvent(id=<UID: 6b698e9fccd04f2499a0bcdb588ff49d>, creator=<UID: 9a1f1170f50546a68f11734b9e60b534>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 182961), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'})]"
       ]
      },
      "execution_count": 36,
@@ -4528,7 +4536,7 @@
    "id": "101aaf6f",
    "metadata": {},
    "source": [
-    "# UserCode"
+    "# Sync 4: UserCode"
    ]
   },
   {
@@ -4551,7 +4559,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'), UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), CreateUserCodeEvent(id=<UID: 106bb60c0736406fa5befd8f6acf39eb>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 926518), object_id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, code=UserCode(id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, code=\"print('a')\", approved=False))]\n"
+      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 82f8e63aa515456483f6de9cf6eda223>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 140729), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, mock='def', real=LinkedObject(id=<UID: c36ca6511ccf42b094836640df93b1a5>, node_id=<UID: 5905d8a7d328416c81cd114f8cc0f060>, obj_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>), description='blabla'), UpdateDatasetEvent(id=<UID: abbf245d31ce44b487a505e379c4645e>, creator=<UID: 5905d8a7d328416c81cd114f8cc0f060>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 172952), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'}), UpdateDatasetEvent(id=<UID: 6b698e9fccd04f2499a0bcdb588ff49d>, creator=<UID: 9a1f1170f50546a68f11734b9e60b534>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 182961), object_id=<UID: 8031ca8c83da4217bdc7e2f51fdb0dca>, updates={'description': 'a'}), CreateUserCodeEvent(id=<UID: 0ff11347f03842e8a77df91811f87d53>, creator=<UID: 9a1f1170f50546a68f11734b9e60b534>, creation_date=datetime.datetime(2024, 1, 23, 13, 0, 35, 246659), object_id=<UID: 87d01bce6f0a449a8b7f57f79af9a21c>, code=UserCode(id=<UID: 87d01bce6f0a449a8b7f57f79af9a21c>, code=\"print('a')\", approved=False))]\n"
      ]
     }
    ],
@@ -4560,34 +4568,68 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 43,
-   "id": "51899b83",
+   "cell_type": "markdown",
+   "id": "0a80b1c4",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "node_low.approve_usercode(user_code_id, True)"
+    "# Sync 4: Approve UserCode"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
-   "id": "e12b19c6",
+   "execution_count": 43,
+   "id": "51899b83",
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "proposed merge (before merging): [CreateDatasetEvent(id=<UID: 1136cc585ee04af6bfff1c61c25e16c2>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 825242), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, mock='def', real=LinkedObject(id=<UID: 4c9d83586ad24e4b8b5eb3b1871685ad>, node_id=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, obj_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>), description='blabla'), UpdateDatasetEvent(id=<UID: c53f962e77b247f5b90eac6e5d67643b>, creator=<UID: b074ba6cdebc4a8f97a7ec8d0e81ee48>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 855965), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), UpdateDatasetEvent(id=<UID: 2b3cf90527824a41ab41ce6b7a2f4107>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 871512), object_id=<UID: 9ed0b5dad4d54ec9974f5898d0a644a8>, updates={'description': 'a'}), CreateUserCodeEvent(id=<UID: 106bb60c0736406fa5befd8f6acf39eb>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 926518), object_id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, code=UserCode(id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, code=\"print('a')\", approved=True)), ApproveUserCodeEvent(id=<UID: 5e98b98bd6a84da3b794403b16b6564a>, creator=<UID: 07f0ab085f944b139ca6c454aa0125c3>, creation_date=datetime.datetime(2024, 1, 22, 18, 5, 46, 936117), code_id=<UID: 61614194f9124f29a4c2b1eb2238dac2>, value=True)]\n"
+     "ename": "KeyError",
+     "evalue": "<UID: 315d9b9b704b46b2bdf5379f389de967>",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[43], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mnode_high\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapprove_usercode\u001b[49m\u001b[43m(\u001b[49m\u001b[43muser_code_id\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n",
+      "Cell \u001b[0;32mIn[17], line 39\u001b[0m, in \u001b[0;36mNode.approve_usercode\u001b[0;34m(self, code_id, to)\u001b[0m\n\u001b[1;32m     33\u001b[0m event \u001b[38;5;241m=\u001b[39m ApproveUserCodeEvent(\n\u001b[1;32m     34\u001b[0m     code_id\u001b[38;5;241m=\u001b[39mcode_id,\n\u001b[1;32m     35\u001b[0m     creator\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mid,\n\u001b[1;32m     36\u001b[0m     value\u001b[38;5;241m=\u001b[39mto\n\u001b[1;32m     37\u001b[0m )\n\u001b[1;32m     38\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mevent_log\u001b[38;5;241m.\u001b[39mlog\u001b[38;5;241m.\u001b[39mappend(event)\n\u001b[0;32m---> 39\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_approve_usercode\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcode_id\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mto\u001b[49m\u001b[43m)\u001b[49m\n",
+      "Cell \u001b[0;32mIn[17], line 43\u001b[0m, in \u001b[0;36mNode._approve_usercode\u001b[0;34m(self, code_id, to)\u001b[0m\n\u001b[1;32m     41\u001b[0m \u001b[38;5;129m@register_event_handler\u001b[39m(ApproveUserCodeEvent)\n\u001b[1;32m     42\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_approve_usercode\u001b[39m(\u001b[38;5;28mself\u001b[39m, code_id, to):\n\u001b[0;32m---> 43\u001b[0m     \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstore\u001b[49m\u001b[43m[\u001b[49m\u001b[43mcode_id\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241m.\u001b[39mapproved\u001b[38;5;241m=\u001b[39mto\n",
+      "\u001b[0;31mKeyError\u001b[0m: <UID: 315d9b9b704b46b2bdf5379f389de967>"
      ]
     }
    ],
+   "source": [
+    "node_high.approve_usercode(user_code_id, True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e12b19c6",
+   "metadata": {},
+   "outputs": [],
    "source": [
     "# TODO: is this result valid?\n",
     "sync(node_low, node_high)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4ef53526",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "node_low.event_log.log"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d625bb85",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "node_high.event_log.log"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "8fbdf5bf",
diff --git a/notebooks/helm/direct_azure.ipynb b/notebooks/helm/direct_azure.ipynb
index ddb00875b61..801130be39d 100644
--- a/notebooks/helm/direct_azure.ipynb
+++ b/notebooks/helm/direct_azure.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -15,7 +15,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -53,11 +53,5344 @@
     ")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "job.get_result() -> block + return result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "job.wait().get(block=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "@syft_funciton\n",
+    "def my_func():\n",
+    "    res =domain.launch_job(very_long_function)\n",
+    "    return res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "job = my_func(blocking=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "job.wait(job_only=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "job.wait()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def wait(job_only=False):\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "1. wait for the job to finish but not for the result to be ready\n",
+    "2. basic usecase: wait for the result\n",
+    "\n",
+    "\n",
+    "3. wait for the all the subjobs to finish"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# [x.wait() for x in job.subjobs]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import random\n",
+    "import string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# import random\n",
+    "# import string\n",
+    "\n",
+    "# def generate_random_line(length):\n",
+    "#     return ''.join(random.choice(string.ascii_letters + string.digits) for _ in range(length))\n",
+    "\n",
+    "# def generate_large_file(file_path, num_lines, line_length):\n",
+    "#     with open(file_path, 'w') as file:\n",
+    "#         for _ in range(num_lines):\n",
+    "#             line = generate_random_line(line_length)\n",
+    "#             file.write(line + '\\n')\n",
+    "\n",
+    "# file_path = \"large_file.txt\"\n",
+    "# num_lines = 34359712  # Adjust the number of lines as needed\n",
+    "# line_length = 1000  # Adjust the line length as needed\n",
+    "\n",
+    "# generate_large_file(file_path, num_lines, line_length)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# with open(\"somefile16gb.txt\", 'rb') as input_file, open(\"somefile32gb.txt\", 'ab') as output_file:\n",
+    "#     while True:\n",
+    "#         chunk = input_file.read(50 -random.randint(1, 10))\n",
+    "#         if not chunk:\n",
+    "#             break\n",
+    "#         output_file.write(chunk)\n",
+    "# #     while True:\n",
+    "# #         chunk = input_file.read(50 -random.randint(1, 10))\n",
+    "# #         if not chunk:\n",
+    "# #             break\n",
+    "# #         output_file.write(chunk)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lines_per_gb = int(2**30 / 1000)\n",
+    "gbs=32\n",
+    "with open(f'somefilerandom{gbs}gb.txt', 'wb') as f:\n",
+    "    for x in range(lines_per_gb*gbs):\n",
+    "        f.write(str.encode(''.join(random.choices(string.ascii_uppercase + string.digits, k=1000))) + b'\\n')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pathlib import Path\n",
+    "\n",
+    "# syft absolute\n",
+    "from syft.client.client import SyftClient\n",
+    "from syft.store.blob_storage import BlobDeposit\n",
+    "from syft.types.blob_storage import CreateBlobStorageEntry\n",
+    "from syft.types.syft_object import SyftObject"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def allocate_file(client: SyftClient, path: Path) -> BlobDeposit:\n",
+    "    create_blob_storage_entry = CreateBlobStorageEntry.from_path(path)\n",
+    "    return client.api.services.blob_storage.allocate(create_blob_storage_entry)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "file = \"somefile32gb.txt\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dep = allocate_file(client, Path(file))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "```python\n",
+       "class SeaweedFSBlobDeposit:\n",
+       "  id: str = 28d3991c2dbd4c2a8cb8e46f97f1196f\n",
+       "\n",
+       "```"
+      ],
+      "text/plain": [
+       "syft.store.blob_storage.seaweedfs.SeaweedFSBlobDeposit"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dep"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# from syft.client.api import APIRegistry\n",
+    "\n",
+    "# api = APIRegistry.api_for(\n",
+    "#     node_uid=dep.syft_node_location,\n",
+    "#     user_verify_key=dep.syft_client_verify_key,\n",
+    "# )\n",
+    "\n",
+    "# url = dep.urls[0]\n",
+    "\n",
+    "# if api is not None:\n",
+    "#     blob_url = api.connection.to_blob_route(\n",
+    "#         url.url_path, host=url.host_or_ip\n",
+    "#     )\n",
+    "# else:\n",
+    "#     blob_url = url\n",
+    "\n",
+    "# url = str(blob_url)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from syft import SyftError"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from io import BytesIO"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from typing import Generator"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def _byte_chunks(bytes: BytesIO, size: int) -> Generator[bytes, None, None]:\n",
+    "    while True:\n",
+    "        try:\n",
+    "            yield bytes.read(size)\n",
+    "        except BlockingIOError:\n",
+    "            return"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DEFAULT_CHUNK_SIZE = (1024**3 // 10)  # 100MB\n",
+    "DEFAULT_TIMEOUT = 5000  # in seconds"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "321\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(len(dep.urls))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from tqdm import tqdm"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# byte_chunk[16384: 16384+10000]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "0it [00:00, ?it/s]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 107265\n"
+     ]
+    },
+    {
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+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "317it [11:14,  2.30s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "318 34110878\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "318it [11:16,  2.13s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "319 34218145\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "319it [11:18,  2.01s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "320 34325412\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "320it [11:20,  2.02s/it]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "321 34359712\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "321it [11:21,  2.12s/it]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# relative\n",
+    "with open(file, \"rb\") as data:\n",
+    "    from syft.client.api import APIRegistry\n",
+    "\n",
+    "    api = APIRegistry.api_for(\n",
+    "        node_uid=dep.syft_node_location,\n",
+    "        user_verify_key=dep.syft_client_verify_key,\n",
+    "    )\n",
+    "\n",
+    "    etags = []\n",
+    "\n",
+    "    try:\n",
+    "        no_lines = 0\n",
+    "        for part_no, (byte_chunk, url) in tqdm(enumerate(\n",
+    "            zip(_byte_chunks(data, DEFAULT_CHUNK_SIZE), dep.urls),\n",
+    "            start=1,\n",
+    "        )):\n",
+    "            no_lines += byte_chunk.count(b\"\\n\")\n",
+    "            if api is not None:\n",
+    "                blob_url = api.connection.to_blob_route(\n",
+    "                    url.url_path, host=url.host_or_ip\n",
+    "                )\n",
+    "            else:\n",
+    "                blob_url = url\n",
+    "                \n",
+    "            def data_generator(bytes_, chunk_size=819200):\n",
+    "                n=0\n",
+    "                while n*chunk_size <= len(bytes_):\n",
+    "                    chunk = bytes_[n*chunk_size:(n+1)*chunk_size]\n",
+    "                    n += 1\n",
+    "                    yield chunk\n",
+    "            print(part_no, no_lines)\n",
+    "            response = requests.put(\n",
+    "                url=str(blob_url), data=data_generator(byte_chunk), timeout=DEFAULT_TIMEOUT, stream=True\n",
+    "            )\n",
+    "            response.raise_for_status()\n",
+    "            etag = response.headers[\"ETag\"]\n",
+    "            etags.append({\"ETag\": etag, \"PartNumber\": part_no})\n",
+    "    except requests.RequestException as e:\n",
+    "        print(e)\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# len([x for x in data_generator(byte_chunk)])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "107374182"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "(1024 ** 3) // 10"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Successfully saved file.</div><br />"
+      ],
+      "text/plain": [
+       "SyftSuccess: Successfully saved file."
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "api.services.blob_storage.mark_write_complete(etags=etags, uid=dep.blob_storage_entry_id, no_lines=no_lines)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "    # mark_write_complete_method = from_api_or_context(\n",
+    "    #     func_or_path=\"blob_storage.mark_write_complete\",\n",
+    "    #     syft_node_location=self.syft_node_location,\n",
+    "    #     syft_client_verify_key=self.syft_client_verify_key,\n",
+    "    # )\n",
+    "    # return mark_write_complete_method(\n",
+    "    #     etags=etags, uid=self.blob_storage_entry_id, no_lines=no_lines\n",
+    "    # )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open(\"somefile.txt\", \"rb\") as f:\n",
+    "    dep.write(f)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x = BlobFile.upload_from_path(\"somefile.txt\", client)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 34,
    "metadata": {},
    "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "# # syft absolute\n",
     "# from syft.store.blob_storage import BlobStorageClientConfig\n",
@@ -80,6 +5413,100 @@
     "# node.python_node.init_blob_storage(blob_config)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from syft.types.blob_storage import BlobFile"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x = BlobFile.upload_from_path(\"somefile.txt\", client)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "ConnectionError",
+     "evalue": "Failed to fetch metadata. Response returned with code 500",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mConnectionError\u001b[0m                           Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[15], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m x \u001b[38;5;241m=\u001b[39m \u001b[43mBlobFile\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mupload_from_path\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43msomefile4gb.txt\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mclient\u001b[49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/types/blob_storage.py:82\u001b[0m, in \u001b[0;36mBlobFile.upload_from_path\u001b[0;34m(self, path, client)\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[38;5;129m@classmethod\u001b[39m\n\u001b[1;32m     78\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mupload_from_path\u001b[39m(\u001b[38;5;28mself\u001b[39m, path, client):\n\u001b[1;32m     79\u001b[0m     \u001b[38;5;66;03m# syft absolute\u001b[39;00m\n\u001b[1;32m     80\u001b[0m     \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01msyft\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01msy\u001b[39;00m\n\u001b[0;32m---> 82\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43msy\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mActionObject\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfrom_path\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpath\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mclient\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39msyft_action_data\n",
+      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/service/action/action_object.py:1079\u001b[0m, in \u001b[0;36mActionObject.send\u001b[0;34m(self, client)\u001b[0m\n\u001b[1;32m   1077\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_set_obj_location_(client\u001b[38;5;241m.\u001b[39mid, client\u001b[38;5;241m.\u001b[39mverify_key)\n\u001b[1;32m   1078\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_save_to_blob_storage()\n\u001b[0;32m-> 1079\u001b[0m res \u001b[38;5;241m=\u001b[39m \u001b[43mclient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapi\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mservices\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43maction\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mset\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1080\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(res, ActionObject):\n\u001b[1;32m   1081\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msyft_created_at \u001b[38;5;241m=\u001b[39m res\u001b[38;5;241m.\u001b[39msyft_created_at\n",
+      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/api.py:260\u001b[0m, in \u001b[0;36mgenerate_remote_function.<locals>.wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    258\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m allowed:\n\u001b[1;32m    259\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[0;32m--> 260\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mmake_call\u001b[49m\u001b[43m(\u001b[49m\u001b[43mapi_call\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mapi_call\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    262\u001b[0m result, _ \u001b[38;5;241m=\u001b[39m migrate_args_and_kwargs(\n\u001b[1;32m    263\u001b[0m     [result], kwargs\u001b[38;5;241m=\u001b[39m{}, to_latest_protocol\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m    264\u001b[0m )\n\u001b[1;32m    265\u001b[0m result \u001b[38;5;241m=\u001b[39m result[\u001b[38;5;241m0\u001b[39m]\n",
+      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/api.py:613\u001b[0m, in \u001b[0;36mSyftAPI.make_call\u001b[0;34m(self, api_call)\u001b[0m\n\u001b[1;32m    611\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmake_call\u001b[39m(\u001b[38;5;28mself\u001b[39m, api_call: SyftAPICall) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Result:\n\u001b[1;32m    612\u001b[0m     signed_call \u001b[38;5;241m=\u001b[39m api_call\u001b[38;5;241m.\u001b[39msign(credentials\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msigning_key)\n\u001b[0;32m--> 613\u001b[0m     signed_result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconnection\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmake_call\u001b[49m\u001b[43m(\u001b[49m\u001b[43msigned_call\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    615\u001b[0m     result \u001b[38;5;241m=\u001b[39m debox_signed_syftapicall_response(signed_result\u001b[38;5;241m=\u001b[39msigned_result)\n\u001b[1;32m    617\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(result, OkErr):\n",
+      "File \u001b[0;32m~/workspace/PySyft/packages/syft/src/syft/client/client.py:290\u001b[0m, in \u001b[0;36mHTTPConnection.make_call\u001b[0;34m(self, signed_call)\u001b[0m\n\u001b[1;32m    284\u001b[0m response \u001b[38;5;241m=\u001b[39m requests\u001b[38;5;241m.\u001b[39mpost(  \u001b[38;5;66;03m# nosec\u001b[39;00m\n\u001b[1;32m    285\u001b[0m     url\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mapi_url),\n\u001b[1;32m    286\u001b[0m     data\u001b[38;5;241m=\u001b[39mmsg_bytes,\n\u001b[1;32m    287\u001b[0m )\n\u001b[1;32m    289\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m response\u001b[38;5;241m.\u001b[39mstatus_code \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m200\u001b[39m:\n\u001b[0;32m--> 290\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mConnectionError(\n\u001b[1;32m    291\u001b[0m         \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to fetch metadata. Response returned with code \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mresponse\u001b[38;5;241m.\u001b[39mstatus_code\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    292\u001b[0m     )\n\u001b[1;32m    294\u001b[0m result \u001b[38;5;241m=\u001b[39m _deserialize(response\u001b[38;5;241m.\u001b[39mcontent, from_bytes\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m    295\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n",
+      "\u001b[0;31mConnectionError\u001b[0m: Failed to fetch metadata. Response returned with code 500"
+     ]
+    }
+   ],
+   "source": [
+    "x = BlobFile.upload_from_path(\"somefile4gb.txt\", client)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "b'abcdef'"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x.read()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\"somefile.txt\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": 35,
@@ -858,7 +6285,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.2"
+   "version": "3.9.16"
   },
   "toc": {
    "base_numbering": 1,
diff --git a/notebooks/helm/helm-syft.ipynb b/notebooks/helm/helm-syft.ipynb
index ea88e25b7c2..11fed544520 100644
--- a/notebooks/helm/helm-syft.ipynb
+++ b/notebooks/helm/helm-syft.ipynb
@@ -530,7 +530,7 @@
     "                n=n,\n",
     "            )\n",
     "            batch_results.append(batch_job.result)\n",
-    "\n",
+    "            \n",
     "    aggregate_job = domain.launch_job(aggregate, batch_results=batch_results)\n",
     "    print(\"Finished main function\")\n",
     "    return aggregate_job.result"
diff --git a/packages/grid/default.env b/packages/grid/default.env
index d9b6da763ed..f162f5b4ff5 100644
--- a/packages/grid/default.env
+++ b/packages/grid/default.env
@@ -26,7 +26,7 @@ DOCKER_IMAGE_TRAEFIK=traefik
 TRAEFIK_VERSION=v2.10
 REDIS_VERSION=6.2
 RABBITMQ_VERSION=3
-SEAWEEDFS_VERSION=3.59
+SEAWEEDFS_VERSION=3.62
 DOCKER_IMAGE_SEAWEEDFS=openmined/grid-seaweedfs
 VERSION=latest
 VERSION_HASH=unknown
diff --git a/packages/grid/seaweedfs/seaweedfs.dockerfile b/packages/grid/seaweedfs/seaweedfs.dockerfile
index bc652e2a1b9..2758dbac457 100644
--- a/packages/grid/seaweedfs/seaweedfs.dockerfile
+++ b/packages/grid/seaweedfs/seaweedfs.dockerfile
@@ -1,6 +1,7 @@
 ARG SEAWEEDFS_VERSION
 
-FROM chrislusf/seaweedfs:${SEAWEEDFS_VERSION}_large_disk
+# FROM chrislusf/seaweedfs:${SEAWEEDFS_VERSION}_large_disk
+FROM chrislusf/seaweedfs:3.62_large_disk
 
 WORKDIR /
 
@@ -8,7 +9,8 @@ RUN apk update && \
     apk add --no-cache python3 py3-pip ca-certificates bash
 
 COPY requirements.txt app.py /
-RUN pip install --no-cache-dir -r requirements.txt
+
+RUN pip install --no-cache-dir --break-system-packages -r requirements.txt
 
 COPY --chmod=755 start.sh mount_command.sh /
 
diff --git a/packages/grid/seaweedfs/start.sh b/packages/grid/seaweedfs/start.sh
index d6e6f8d6116..64ba9581722 100644
--- a/packages/grid/seaweedfs/start.sh
+++ b/packages/grid/seaweedfs/start.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-weed server -s3 -s3.port="$S3_PORT" -master.volumePreallocate -volume.max=500 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
+weed server -s3 -s3.port="$S3_PORT" -volume.max=5 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
 echo "s3.configure -access_key $S3_ROOT_USER -secret_key $S3_ROOT_PWD \
 -user iam -actions Read,Write,List,Tagging,Admin -apply" | weed shell > /dev/null 2>&1
 
diff --git a/packages/syft/src/syft/store/blob_storage/seaweedfs.py b/packages/syft/src/syft/store/blob_storage/seaweedfs.py
index 2a27fc2518a..9babf94143e 100644
--- a/packages/syft/src/syft/store/blob_storage/seaweedfs.py
+++ b/packages/syft/src/syft/store/blob_storage/seaweedfs.py
@@ -37,7 +37,7 @@
 from ...util.constants import DEFAULT_TIMEOUT
 
 WRITE_EXPIRATION_TIME = 900  # seconds
-DEFAULT_CHUNK_SIZE = 1024**3  # 1 GB
+DEFAULT_CHUNK_SIZE = (1024**3) // 10 # 100 MB
 
 
 def _byte_chunks(bytes: BytesIO, size: int) -> Generator[bytes, None, None]:

From 873eea85ab2a8382ee862fa1255c9ce6ee5e2491 Mon Sep 17 00:00:00 2001
From: Koen van der Veen <koenlennartvanderveen@gmail.com>
Date: Fri, 26 Jan 2024 18:23:45 +0100
Subject: [PATCH 5/9] increase volume max

---
 notebooks/helm/direct_azure.ipynb | 1125 ++++++++++++++---------------
 packages/grid/seaweedfs/start.sh  |    2 +-
 2 files changed, 528 insertions(+), 599 deletions(-)

diff --git a/notebooks/helm/direct_azure.ipynb b/notebooks/helm/direct_azure.ipynb
index 801130be39d..5622ef8a644 100644
--- a/notebooks/helm/direct_azure.ipynb
+++ b/notebooks/helm/direct_azure.ipynb
@@ -2,13 +2,20 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "kj/filesystem-disk-unix.c++:1703: warning: PWD environment variable doesn't match current directory; pwd = /Users/koen/workspace/pysyft/notebooks\n"
+     ]
+    }
+   ],
    "source": [
     "# stdlib\n",
     "import os\n",
-    "\n",
     "# syft absolute\n",
     "import syft as sy"
    ]
@@ -55,85 +62,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "job.get_result() -> block + return result"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "job.wait().get(block=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "@syft_funciton\n",
-    "def my_func():\n",
-    "    res =domain.launch_job(very_long_function)\n",
-    "    return res"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "job = my_func(blocking=False)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "job.wait(job_only=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "job.wait()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def wait(job_only=False):\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "1. wait for the job to finish but not for the result to be ready\n",
-    "2. basic usecase: wait for the result\n",
-    "\n",
-    "\n",
-    "3. wait for the all the subjobs to finish"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -149,7 +78,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -159,7 +88,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -191,7 +120,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -210,20 +139,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
-    "lines_per_gb = int(2**30 / 1000)\n",
-    "gbs=32\n",
-    "with open(f'somefilerandom{gbs}gb.txt', 'wb') as f:\n",
-    "    for x in range(lines_per_gb*gbs):\n",
-    "        f.write(str.encode(''.join(random.choices(string.ascii_uppercase + string.digits, k=1000))) + b'\\n')"
+    "# lines_per_gb = int(2**30 / 1000)\n",
+    "# gbs=32\n",
+    "# with open(f'somefilerandom{gbs}gb.txt', 'wb') as f:\n",
+    "#     for x in range(lines_per_gb*gbs):\n",
+    "#         f.write(str.encode(''.join(random.choices(string.ascii_uppercase + string.digits, k=1000))) + b'\\n')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -238,7 +167,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -249,7 +178,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -258,7 +187,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -267,7 +196,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -275,7 +204,7 @@
       "text/markdown": [
        "```python\n",
        "class SeaweedFSBlobDeposit:\n",
-       "  id: str = 28d3991c2dbd4c2a8cb8e46f97f1196f\n",
+       "  id: str = 67edf1bd47ef40bea30b949e90fee4e0\n",
        "\n",
        "```"
       ],
@@ -283,7 +212,7 @@
        "syft.store.blob_storage.seaweedfs.SeaweedFSBlobDeposit"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -294,7 +223,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -319,7 +248,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -328,7 +257,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -337,7 +266,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -346,7 +275,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -355,7 +284,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -369,7 +298,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -379,7 +308,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -396,7 +325,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -405,7 +334,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -421,7 +350,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -436,7 +365,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1 107265\n"
+      "1 107266\n"
      ]
     },
     {
@@ -444,14 +373,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "1it [00:01,  1.97s/it]"
+      "1it [00:03,  3.91s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2 214532\n"
+      "2 214533\n"
      ]
     },
     {
@@ -459,7 +388,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "2it [00:03,  1.78s/it]"
+      "2it [00:05,  2.76s/it]"
      ]
     },
     {
@@ -474,7 +403,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "3it [00:05,  1.68s/it]"
+      "3it [00:07,  2.22s/it]"
      ]
     },
     {
@@ -489,7 +418,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "4it [00:06,  1.68s/it]"
+      "4it [00:09,  1.98s/it]"
      ]
     },
     {
@@ -504,7 +433,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "5it [00:08,  1.67s/it]"
+      "5it [00:10,  1.86s/it]"
      ]
     },
     {
@@ -519,7 +448,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "6it [00:10,  1.68s/it]"
+      "6it [00:12,  1.77s/it]"
      ]
     },
     {
@@ -534,14 +463,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "7it [00:11,  1.70s/it]"
+      "7it [00:14,  1.93s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "8 858134\n"
+      "8 858135\n"
      ]
     },
     {
@@ -549,14 +478,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "8it [00:13,  1.70s/it]"
+      "8it [00:16,  1.89s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "9 965401\n"
+      "9 965402\n"
      ]
     },
     {
@@ -564,14 +493,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "9it [00:15,  1.67s/it]"
+      "9it [00:18,  1.86s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "10 1072668\n"
+      "10 1072669\n"
      ]
     },
     {
@@ -579,14 +508,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "10it [00:16,  1.68s/it]"
+      "10it [00:19,  1.79s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "11 1179935\n"
+      "11 1179936\n"
      ]
     },
     {
@@ -594,7 +523,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "11it [00:18,  1.68s/it]"
+      "11it [00:21,  1.68s/it]"
      ]
     },
     {
@@ -609,14 +538,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "12it [00:20,  1.66s/it]"
+      "12it [00:22,  1.63s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "13 1394468\n"
+      "13 1394469\n"
      ]
     },
     {
@@ -624,14 +553,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "13it [00:21,  1.67s/it]"
+      "13it [00:24,  1.77s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "14 1501735\n"
+      "14 1501736\n"
      ]
     },
     {
@@ -639,14 +568,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "14it [00:23,  1.73s/it]"
+      "14it [00:26,  1.72s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "15 1609002\n"
+      "15 1609003\n"
      ]
     },
     {
@@ -654,14 +583,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "15it [00:25,  1.74s/it]"
+      "15it [00:27,  1.64s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "16 1716269\n"
+      "16 1716270\n"
      ]
     },
     {
@@ -669,14 +598,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "16it [00:27,  1.81s/it]"
+      "16it [00:29,  1.59s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "17 1823536\n"
+      "17 1823537\n"
      ]
     },
     {
@@ -684,7 +613,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "17it [00:29,  1.76s/it]"
+      "17it [00:30,  1.58s/it]"
      ]
     },
     {
@@ -699,7 +628,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "18it [00:30,  1.71s/it]"
+      "18it [00:33,  1.87s/it]"
      ]
     },
     {
@@ -714,7 +643,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "19it [00:32,  1.74s/it]"
+      "19it [00:34,  1.76s/it]"
      ]
     },
     {
@@ -729,7 +658,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "20it [00:34,  1.74s/it]"
+      "20it [00:36,  1.69s/it]"
      ]
     },
     {
@@ -744,7 +673,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "21it [00:36,  1.74s/it]"
+      "21it [00:38,  1.71s/it]"
      ]
     },
     {
@@ -759,14 +688,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "22it [00:37,  1.76s/it]"
+      "22it [00:39,  1.69s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "23 2467138\n"
+      "23 2467139\n"
      ]
     },
     {
@@ -774,7 +703,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "23it [00:39,  1.79s/it]"
+      "23it [00:41,  1.67s/it]"
      ]
     },
     {
@@ -789,7 +718,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "24it [00:41,  1.78s/it]"
+      "24it [00:43,  1.68s/it]"
      ]
     },
     {
@@ -804,7 +733,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "25it [00:43,  1.84s/it]"
+      "25it [00:45,  1.77s/it]"
      ]
     },
     {
@@ -819,7 +748,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "26it [00:45,  1.87s/it]"
+      "26it [00:46,  1.74s/it]"
      ]
     },
     {
@@ -834,14 +763,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "27it [00:47,  1.87s/it]"
+      "27it [00:48,  1.67s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "28 3003472\n"
+      "28 3003473\n"
      ]
     },
     {
@@ -849,14 +778,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "28it [00:49,  2.08s/it]"
+      "28it [00:49,  1.64s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "29 3110739\n"
+      "29 3110740\n"
      ]
     },
     {
@@ -864,14 +793,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "29it [00:52,  2.20s/it]"
+      "29it [00:51,  1.63s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "30 3218006\n"
+      "30 3218007\n"
      ]
     },
     {
@@ -879,14 +808,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "30it [00:54,  2.13s/it]"
+      "30it [00:53,  1.61s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "31 3325273\n"
+      "31 3325274\n"
      ]
     },
     {
@@ -894,14 +823,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "31it [00:56,  2.08s/it]"
+      "31it [00:54,  1.60s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "32 3432540\n"
+      "32 3432541\n"
      ]
     },
     {
@@ -909,7 +838,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "32it [00:58,  2.00s/it]"
+      "32it [00:56,  1.56s/it]"
      ]
     },
     {
@@ -924,7 +853,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "33it [00:59,  1.93s/it]"
+      "33it [00:58,  1.79s/it]"
      ]
     },
     {
@@ -939,7 +868,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "34it [01:01,  1.88s/it]"
+      "34it [00:59,  1.69s/it]"
      ]
     },
     {
@@ -954,14 +883,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "35it [01:03,  1.89s/it]"
+      "35it [01:01,  1.73s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "36 3861607\n"
+      "36 3861608\n"
      ]
     },
     {
@@ -969,14 +898,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "36it [01:05,  1.85s/it]"
+      "36it [01:03,  1.70s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "37 3968874\n"
+      "37 3968875\n"
      ]
     },
     {
@@ -984,7 +913,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "37it [01:07,  1.82s/it]"
+      "37it [01:05,  1.68s/it]"
      ]
     },
     {
@@ -999,7 +928,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "38it [01:09,  1.88s/it]"
+      "38it [01:06,  1.63s/it]"
      ]
     },
     {
@@ -1014,7 +943,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "39it [01:11,  1.97s/it]"
+      "39it [01:08,  1.61s/it]"
      ]
     },
     {
@@ -1029,7 +958,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "40it [01:13,  1.97s/it]"
+      "40it [01:09,  1.61s/it]"
      ]
     },
     {
@@ -1044,7 +973,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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-      "306 32823675\n"
+      "306 32823676\n"
      ]
     },
     {
@@ -5019,7 +4948,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "306it [10:49,  1.98s/it]"
+      "306it [09:58,  1.96s/it]"
      ]
     },
     {
@@ -5034,7 +4963,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "307it [10:51,  1.93s/it]"
+      "307it [10:00,  1.90s/it]"
      ]
     },
     {
@@ -5049,7 +4978,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "308it [10:53,  2.09s/it]"
+      "308it [10:01,  1.86s/it]"
      ]
     },
     {
@@ -5064,7 +4993,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "309it [10:56,  2.22s/it]"
+      "309it [10:03,  1.82s/it]"
      ]
     },
     {
@@ -5079,7 +5008,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "310it [10:58,  2.14s/it]"
+      "310it [10:05,  1.83s/it]"
      ]
     },
     {
@@ -5094,7 +5023,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "311it [11:00,  2.11s/it]"
+      "311it [10:07,  1.95s/it]"
      ]
     },
     {
@@ -5109,7 +5038,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "312it [11:02,  2.19s/it]"
+      "312it [10:10,  2.17s/it]"
      ]
     },
     {
@@ -5124,14 +5053,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "313it [11:04,  2.16s/it]"
+      "313it [10:12,  2.11s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "314 33681810\n"
+      "314 33681811\n"
      ]
     },
     {
@@ -5139,14 +5068,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "314it [11:06,  2.12s/it]"
+      "314it [10:14,  2.05s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "315 33789077\n"
+      "315 33789078\n"
      ]
     },
     {
@@ -5154,14 +5083,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "315it [11:10,  2.68s/it]"
+      "315it [10:16,  1.98s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "316 33896344\n"
+      "316 33896345\n"
      ]
     },
     {
@@ -5169,14 +5098,14 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "316it [11:12,  2.47s/it]"
+      "316it [10:17,  1.92s/it]"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "317 34003611\n"
+      "317 34003612\n"
      ]
     },
     {
@@ -5184,7 +5113,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "317it [11:14,  2.30s/it]"
+      "317it [10:20,  2.17s/it]"
      ]
     },
     {
@@ -5199,7 +5128,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "318it [11:16,  2.13s/it]"
+      "318it [10:22,  2.13s/it]"
      ]
     },
     {
@@ -5214,7 +5143,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "319it [11:18,  2.01s/it]"
+      "319it [10:24,  2.02s/it]"
      ]
     },
     {
@@ -5229,7 +5158,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "320it [11:20,  2.02s/it]"
+      "320it [10:26,  1.96s/it]"
      ]
     },
     {
@@ -5243,7 +5172,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "321it [11:21,  2.12s/it]\n"
+      "321it [10:26,  1.95s/it]\n"
      ]
     }
    ],
@@ -5303,7 +5232,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -5312,7 +5241,7 @@
        "107374182"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -5323,7 +5252,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -5335,7 +5264,7 @@
        "SyftSuccess: Successfully saved file."
       ]
      },
-     "execution_count": 24,
+     "execution_count": 26,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -5346,7 +5275,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/packages/grid/seaweedfs/start.sh b/packages/grid/seaweedfs/start.sh
index 64ba9581722..01038fc91ba 100644
--- a/packages/grid/seaweedfs/start.sh
+++ b/packages/grid/seaweedfs/start.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-weed server -s3 -s3.port="$S3_PORT" -volume.max=5 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
+weed server -s3 -s3.port="$S3_PORT" -volume.max=10 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
 echo "s3.configure -access_key $S3_ROOT_USER -secret_key $S3_ROOT_PWD \
 -user iam -actions Read,Write,List,Tagging,Admin -apply" | weed shell > /dev/null 2>&1
 

From fc24418aa5e3e47edd2d4e45502b709283cb1385 Mon Sep 17 00:00:00 2001
From: Koen van der Veen <koenlennartvanderveen@gmail.com>
Date: Fri, 26 Jan 2024 18:42:11 +0100
Subject: [PATCH 6/9] -

---
 notebooks/helm/direct_azure.ipynb | 644 +++++++++++++++---------------
 packages/grid/seaweedfs/start.sh  |   2 +-
 2 files changed, 323 insertions(+), 323 deletions(-)

diff --git a/notebooks/helm/direct_azure.ipynb b/notebooks/helm/direct_azure.ipynb
index 5622ef8a644..b34e96bc564 100644
--- a/notebooks/helm/direct_azure.ipynb
+++ b/notebooks/helm/direct_azure.ipynb
@@ -204,7 +204,7 @@
       "text/markdown": [
        "```python\n",
        "class SeaweedFSBlobDeposit:\n",
-       "  id: str = 67edf1bd47ef40bea30b949e90fee4e0\n",
+       "  id: str = 36c602b06ef444c7a6be950f6c923352\n",
        "\n",
        "```"
       ],
@@ -373,7 +373,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "1it [00:03,  3.91s/it]"
+      "1it [00:08,  8.17s/it]"
      ]
     },
     {
@@ -388,7 +388,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "2it [00:05,  2.76s/it]"
+      "2it [00:12,  5.75s/it]"
      ]
     },
     {
@@ -403,7 +403,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "3it [00:07,  2.22s/it]"
+      "3it [00:14,  4.13s/it]"
      ]
     },
     {
@@ -418,7 +418,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "4it [00:09,  1.98s/it]"
+      "4it [00:16,  3.32s/it]"
      ]
     },
     {
@@ -433,7 +433,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "5it [00:10,  1.86s/it]"
+      "5it [00:18,  2.80s/it]"
      ]
     },
     {
@@ -448,7 +448,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "6it [00:12,  1.77s/it]"
+      "6it [00:20,  2.47s/it]"
      ]
     },
     {
@@ -463,7 +463,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "7it [00:14,  1.93s/it]"
+      "7it [00:22,  2.28s/it]"
      ]
     },
     {
@@ -478,7 +478,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "8it [00:16,  1.89s/it]"
+      "8it [00:24,  2.19s/it]"
      ]
     },
     {
@@ -493,7 +493,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "9it [00:18,  1.86s/it]"
+      "9it [00:25,  2.08s/it]"
      ]
     },
     {
@@ -508,7 +508,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "10it [00:19,  1.79s/it]"
+      "10it [00:27,  2.02s/it]"
      ]
     },
     {
@@ -523,7 +523,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "11it [00:21,  1.68s/it]"
+      "11it [00:29,  1.94s/it]"
      ]
     },
     {
@@ -538,7 +538,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "12it [00:22,  1.63s/it]"
+      "12it [00:31,  1.88s/it]"
      ]
     },
     {
@@ -553,7 +553,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "13it [00:24,  1.77s/it]"
+      "13it [00:33,  1.99s/it]"
      ]
     },
     {
@@ -568,7 +568,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "14it [00:26,  1.72s/it]"
+      "14it [00:35,  1.98s/it]"
      ]
     },
     {
@@ -583,7 +583,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "15it [00:27,  1.64s/it]"
+      "15it [00:37,  2.05s/it]"
      ]
     },
     {
@@ -598,7 +598,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "16it [00:29,  1.59s/it]"
+      "16it [00:39,  2.03s/it]"
      ]
     },
     {
@@ -613,7 +613,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "17it [00:30,  1.58s/it]"
+      "17it [00:41,  2.03s/it]"
      ]
     },
     {
@@ -628,7 +628,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "18it [00:33,  1.87s/it]"
+      "18it [00:43,  2.01s/it]"
      ]
     },
     {
@@ -643,7 +643,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "19it [00:34,  1.76s/it]"
+      "19it [00:45,  2.05s/it]"
      ]
     },
     {
@@ -658,7 +658,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "20it [00:36,  1.69s/it]"
+      "20it [00:48,  2.08s/it]"
      ]
     },
     {
@@ -673,7 +673,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "21it [00:38,  1.71s/it]"
+      "21it [00:50,  2.24s/it]"
      ]
     },
     {
@@ -688,7 +688,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "22it [00:39,  1.69s/it]"
+      "22it [00:53,  2.44s/it]"
      ]
     },
     {
@@ -703,7 +703,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "23it [00:41,  1.67s/it]"
+      "23it [00:57,  2.85s/it]"
      ]
     },
     {
@@ -718,7 +718,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "24it [00:43,  1.68s/it]"
+      "24it [00:59,  2.56s/it]"
      ]
     },
     {
@@ -733,7 +733,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "25it [00:45,  1.77s/it]"
+      "25it [01:01,  2.40s/it]"
      ]
     },
     {
@@ -748,7 +748,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "26it [00:46,  1.74s/it]"
+      "26it [01:03,  2.23s/it]"
      ]
     },
     {
@@ -763,7 +763,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "27it [00:48,  1.67s/it]"
+      "27it [01:05,  2.16s/it]"
      ]
     },
     {
@@ -778,7 +778,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "28it [00:49,  1.64s/it]"
+      "28it [01:07,  2.11s/it]"
      ]
     },
     {
@@ -793,7 +793,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "29it [00:51,  1.63s/it]"
+      "29it [01:08,  1.97s/it]"
      ]
     },
     {
@@ -808,7 +808,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "30it [00:53,  1.61s/it]"
+      "30it [01:11,  2.13s/it]"
      ]
     },
     {
@@ -823,7 +823,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "31it [00:54,  1.60s/it]"
+      "31it [01:13,  2.08s/it]"
      ]
     },
     {
@@ -838,7 +838,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "32it [00:56,  1.56s/it]"
+      "32it [01:14,  2.00s/it]"
      ]
     },
     {
@@ -853,7 +853,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "33it [00:58,  1.79s/it]"
+      "33it [01:16,  1.98s/it]"
      ]
     },
     {
@@ -868,7 +868,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "34it [00:59,  1.69s/it]"
+      "34it [01:18,  1.93s/it]"
      ]
     },
     {
@@ -883,7 +883,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "35it [01:01,  1.73s/it]"
+      "35it [01:20,  1.92s/it]"
      ]
     },
     {
@@ -898,7 +898,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "36it [01:03,  1.70s/it]"
+      "36it [01:23,  2.15s/it]"
      ]
     },
     {
@@ -913,7 +913,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "37it [01:05,  1.68s/it]"
+      "37it [01:25,  2.05s/it]"
      ]
     },
     {
@@ -928,7 +928,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "38it [01:06,  1.63s/it]"
+      "38it [01:26,  1.94s/it]"
      ]
     },
     {
@@ -943,7 +943,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "39it [01:08,  1.61s/it]"
+      "39it [01:29,  2.16s/it]"
      ]
     },
     {
@@ -958,7 +958,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "40it [01:09,  1.61s/it]"
+      "40it [01:31,  2.08s/it]"
      ]
     },
     {
@@ -973,7 +973,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "41it [01:11,  1.63s/it]"
+      "41it [01:33,  2.03s/it]"
      ]
     },
     {
@@ -988,7 +988,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "42it [01:13,  1.65s/it]"
+      "42it [01:35,  2.18s/it]"
      ]
     },
     {
@@ -1003,7 +1003,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "43it [01:14,  1.67s/it]"
+      "43it [01:37,  2.06s/it]"
      ]
     },
     {
@@ -1018,7 +1018,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "44it [01:16,  1.69s/it]"
+      "44it [01:39,  2.02s/it]"
      ]
     },
     {
@@ -1033,7 +1033,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "45it [01:18,  1.91s/it]"
+      "45it [01:41,  2.12s/it]"
      ]
     },
     {
@@ -1048,7 +1048,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "46it [01:20,  1.79s/it]"
+      "46it [01:43,  2.07s/it]"
      ]
     },
     {
@@ -1063,7 +1063,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "47it [01:21,  1.70s/it]"
+      "47it [01:47,  2.53s/it]"
      ]
     },
     {
@@ -1078,7 +1078,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "48it [01:23,  1.74s/it]"
+      "48it [01:49,  2.36s/it]"
      ]
     },
     {
@@ -1093,7 +1093,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "49it [01:25,  1.82s/it]"
+      "49it [01:51,  2.26s/it]"
      ]
     },
     {
@@ -1108,7 +1108,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "50it [01:27,  1.85s/it]"
+      "50it [01:53,  2.13s/it]"
      ]
     },
     {
@@ -1123,7 +1123,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "51it [01:30,  2.05s/it]"
+      "51it [01:54,  2.00s/it]"
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     },
     {
@@ -1138,7 +1138,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "52it [01:31,  1.92s/it]"
+      "52it [01:56,  1.91s/it]"
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     },
     {
@@ -1153,7 +1153,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "53it [01:33,  1.86s/it]"
+      "53it [01:58,  1.85s/it]"
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     },
     {
@@ -1168,7 +1168,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "54it [01:35,  1.99s/it]"
+      "54it [02:01,  2.37s/it]"
      ]
     },
     {
@@ -1183,7 +1183,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "55it [01:37,  1.95s/it]"
+      "55it [02:03,  2.19s/it]"
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     {
@@ -1198,7 +1198,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "56it [01:39,  1.85s/it]"
+      "56it [02:05,  2.08s/it]"
      ]
     },
     {
@@ -1213,7 +1213,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "57it [01:41,  1.81s/it]"
+      "57it [02:08,  2.44s/it]"
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     },
     {
@@ -1228,7 +1228,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "58it [01:42,  1.75s/it]"
+      "58it [02:12,  2.80s/it]"
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     {
@@ -1243,7 +1243,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "59it [01:44,  1.69s/it]"
+      "59it [02:14,  2.59s/it]"
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     {
@@ -1258,7 +1258,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "60it [01:45,  1.69s/it]"
+      "60it [02:16,  2.34s/it]"
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     },
     {
@@ -1273,7 +1273,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "61it [01:47,  1.65s/it]"
+      "61it [02:17,  2.13s/it]"
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@@ -3793,7 +3793,7 @@
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@@ -3808,7 +3808,7 @@
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@@ -3823,7 +3823,7 @@
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@@ -3838,7 +3838,7 @@
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@@ -3853,7 +3853,7 @@
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@@ -3868,7 +3868,7 @@
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@@ -3883,7 +3883,7 @@
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@@ -3898,7 +3898,7 @@
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@@ -3913,7 +3913,7 @@
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@@ -3928,7 +3928,7 @@
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@@ -3973,7 +3973,7 @@
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@@ -3988,7 +3988,7 @@
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+      "243it [08:47,  1.82s/it]"
      ]
     },
     {
@@ -4018,7 +4018,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "244it [07:52,  2.24s/it]"
+      "244it [08:49,  1.81s/it]"
      ]
     },
     {
@@ -4033,7 +4033,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "245it [07:53,  2.11s/it]"
+      "245it [08:50,  1.80s/it]"
      ]
     },
     {
@@ -4048,7 +4048,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "246it [07:55,  2.04s/it]"
+      "246it [08:52,  1.80s/it]"
      ]
     },
     {
@@ -4063,7 +4063,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "247it [07:57,  1.93s/it]"
+      "247it [08:54,  1.79s/it]"
      ]
     },
     {
@@ -4078,7 +4078,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "248it [07:59,  1.87s/it]"
+      "248it [08:56,  1.80s/it]"
      ]
     },
     {
@@ -4093,7 +4093,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "249it [08:00,  1.81s/it]"
+      "249it [08:58,  1.80s/it]"
      ]
     },
     {
@@ -4108,7 +4108,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "250it [08:02,  1.77s/it]"
+      "250it [08:59,  1.82s/it]"
      ]
     },
     {
@@ -4123,7 +4123,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "251it [08:04,  1.81s/it]"
+      "251it [09:01,  1.83s/it]"
      ]
     },
     {
@@ -4138,7 +4138,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "252it [08:06,  1.83s/it]"
+      "252it [09:04,  2.01s/it]"
      ]
     },
     {
@@ -4153,7 +4153,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "253it [08:08,  1.83s/it]"
+      "253it [09:06,  2.13s/it]"
      ]
     },
     {
@@ -4168,7 +4168,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "254it [08:10,  1.88s/it]"
+      "254it [09:08,  2.06s/it]"
      ]
     },
     {
@@ -4183,7 +4183,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "255it [08:12,  1.92s/it]"
+      "255it [09:10,  2.09s/it]"
      ]
     },
     {
@@ -4198,7 +4198,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "256it [08:14,  1.97s/it]"
+      "256it [09:12,  2.08s/it]"
      ]
     },
     {
@@ -4213,7 +4213,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "257it [08:16,  1.95s/it]"
+      "257it [09:14,  2.02s/it]"
      ]
     },
     {
@@ -4228,7 +4228,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "258it [08:21,  3.01s/it]"
+      "258it [09:16,  1.98s/it]"
      ]
     },
     {
@@ -4243,7 +4243,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "259it [08:23,  2.72s/it]"
+      "259it [09:18,  1.95s/it]"
      ]
     },
     {
@@ -4258,7 +4258,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "260it [08:25,  2.45s/it]"
+      "260it [09:20,  1.95s/it]"
      ]
     },
     {
@@ -4273,7 +4273,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "261it [08:27,  2.26s/it]"
+      "261it [09:22,  1.92s/it]"
      ]
     },
     {
@@ -4288,7 +4288,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "262it [08:28,  2.09s/it]"
+      "262it [09:23,  1.88s/it]"
      ]
     },
     {
@@ -4303,7 +4303,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "263it [08:30,  1.96s/it]"
+      "263it [09:25,  1.91s/it]"
      ]
     },
     {
@@ -4318,7 +4318,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "264it [08:32,  2.02s/it]"
+      "264it [09:27,  1.91s/it]"
      ]
     },
     {
@@ -4333,7 +4333,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "265it [08:36,  2.41s/it]"
+      "265it [09:29,  2.00s/it]"
      ]
     },
     {
@@ -4348,7 +4348,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "266it [08:37,  2.24s/it]"
+      "266it [09:31,  1.92s/it]"
      ]
     },
     {
@@ -4363,7 +4363,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "267it [08:39,  2.14s/it]"
+      "267it [09:33,  1.86s/it]"
      ]
     },
     {
@@ -4378,7 +4378,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "268it [08:41,  2.04s/it]"
+      "268it [09:35,  1.82s/it]"
      ]
     },
     {
@@ -4393,7 +4393,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "269it [08:43,  1.97s/it]"
+      "269it [09:39,  2.58s/it]"
      ]
     },
     {
@@ -4408,7 +4408,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "270it [08:45,  2.02s/it]"
+      "270it [09:42,  2.62s/it]"
      ]
     },
     {
@@ -4423,7 +4423,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "271it [08:47,  1.97s/it]"
+      "271it [09:44,  2.37s/it]"
      ]
     },
     {
@@ -4438,7 +4438,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "272it [08:49,  1.90s/it]"
+      "272it [09:45,  2.16s/it]"
      ]
     },
     {
@@ -4453,7 +4453,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "273it [08:50,  1.84s/it]"
+      "273it [09:48,  2.37s/it]"
      ]
     },
     {
@@ -4468,7 +4468,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "274it [08:55,  2.58s/it]"
+      "274it [09:50,  2.23s/it]"
      ]
     },
     {
@@ -4483,7 +4483,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "275it [08:56,  2.32s/it]"
+      "275it [09:52,  2.13s/it]"
      ]
     },
     {
@@ -4498,7 +4498,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "276it [08:58,  2.11s/it]"
+      "276it [09:54,  2.01s/it]"
      ]
     },
     {
@@ -4513,7 +4513,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "277it [09:00,  2.01s/it]"
+      "277it [09:55,  1.94s/it]"
      ]
     },
     {
@@ -4528,7 +4528,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "278it [09:01,  1.91s/it]"
+      "278it [09:57,  1.89s/it]"
      ]
     },
     {
@@ -4543,7 +4543,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "279it [09:03,  1.88s/it]"
+      "279it [09:59,  1.86s/it]"
      ]
     },
     {
@@ -4558,7 +4558,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "280it [09:06,  2.02s/it]"
+      "280it [10:01,  1.87s/it]"
      ]
     },
     {
@@ -4573,7 +4573,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "281it [09:07,  1.91s/it]"
+      "281it [10:03,  2.02s/it]"
      ]
     },
     {
@@ -4588,7 +4588,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "282it [09:09,  1.94s/it]"
+      "282it [10:05,  2.00s/it]"
      ]
     },
     {
@@ -4603,7 +4603,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "283it [09:11,  1.92s/it]"
+      "283it [10:07,  2.04s/it]"
      ]
     },
     {
@@ -4618,7 +4618,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "284it [09:13,  1.93s/it]"
+      "284it [10:09,  2.09s/it]"
      ]
     },
     {
@@ -4633,7 +4633,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "285it [09:15,  1.89s/it]"
+      "285it [10:13,  2.38s/it]"
      ]
     },
     {
@@ -4648,7 +4648,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "286it [09:17,  1.87s/it]"
+      "286it [10:14,  2.22s/it]"
      ]
     },
     {
@@ -4663,7 +4663,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "287it [09:19,  1.85s/it]"
+      "287it [10:16,  2.08s/it]"
      ]
     },
     {
@@ -4678,7 +4678,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "288it [09:20,  1.80s/it]"
+      "288it [10:18,  1.99s/it]"
      ]
     },
     {
@@ -4693,7 +4693,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "289it [09:22,  1.80s/it]"
+      "289it [10:20,  1.93s/it]"
      ]
     },
     {
@@ -4708,7 +4708,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "290it [09:24,  1.79s/it]"
+      "290it [10:22,  1.96s/it]"
      ]
     },
     {
@@ -4723,7 +4723,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "291it [09:27,  2.11s/it]"
+      "291it [10:24,  1.92s/it]"
      ]
     },
     {
@@ -4738,7 +4738,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "292it [09:29,  2.09s/it]"
+      "292it [10:25,  1.88s/it]"
      ]
     },
     {
@@ -4753,7 +4753,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "293it [09:31,  2.01s/it]"
+      "293it [10:27,  1.82s/it]"
      ]
     },
     {
@@ -4768,7 +4768,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "294it [09:32,  1.95s/it]"
+      "294it [10:29,  1.81s/it]"
      ]
     },
     {
@@ -4783,7 +4783,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "295it [09:36,  2.59s/it]"
+      "295it [10:31,  1.79s/it]"
      ]
     },
     {
@@ -4798,7 +4798,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "296it [09:39,  2.53s/it]"
+      "296it [10:32,  1.81s/it]"
      ]
     },
     {
@@ -4813,7 +4813,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "297it [09:41,  2.30s/it]"
+      "297it [10:34,  1.79s/it]"
      ]
     },
     {
@@ -4828,7 +4828,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "298it [09:42,  2.14s/it]"
+      "298it [10:36,  1.78s/it]"
      ]
     },
     {
@@ -4843,7 +4843,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "299it [09:44,  2.10s/it]"
+      "299it [10:38,  1.80s/it]"
      ]
     },
     {
@@ -4858,7 +4858,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "300it [09:47,  2.18s/it]"
+      "300it [10:40,  2.07s/it]"
      ]
     },
     {
@@ -4873,7 +4873,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "301it [09:49,  2.12s/it]"
+      "301it [10:44,  2.37s/it]"
      ]
     },
     {
@@ -4888,7 +4888,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "302it [09:50,  2.02s/it]"
+      "302it [10:45,  2.25s/it]"
      ]
     },
     {
@@ -4903,7 +4903,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "303it [09:52,  1.93s/it]"
+      "303it [10:47,  2.16s/it]"
      ]
     },
     {
@@ -4918,7 +4918,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "304it [09:54,  1.84s/it]"
+      "304it [10:50,  2.24s/it]"
      ]
     },
     {
@@ -4933,7 +4933,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "305it [09:56,  1.79s/it]"
+      "305it [10:53,  2.37s/it]"
      ]
     },
     {
@@ -4948,7 +4948,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "306it [09:58,  1.96s/it]"
+      "306it [10:54,  2.18s/it]"
      ]
     },
     {
@@ -4963,7 +4963,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "307it [10:00,  1.90s/it]"
+      "307it [10:56,  2.09s/it]"
      ]
     },
     {
@@ -4978,7 +4978,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "308it [10:01,  1.86s/it]"
+      "308it [10:58,  2.00s/it]"
      ]
     },
     {
@@ -4993,7 +4993,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "309it [10:03,  1.82s/it]"
+      "309it [11:02,  2.49s/it]"
      ]
     },
     {
@@ -5008,7 +5008,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "310it [10:05,  1.83s/it]"
+      "310it [11:05,  2.63s/it]"
      ]
     },
     {
@@ -5023,7 +5023,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "311it [10:07,  1.95s/it]"
+      "311it [11:07,  2.49s/it]"
      ]
     },
     {
@@ -5038,7 +5038,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "312it [10:10,  2.17s/it]"
+      "312it [11:09,  2.29s/it]"
      ]
     },
     {
@@ -5053,7 +5053,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "313it [10:12,  2.11s/it]"
+      "313it [11:10,  2.14s/it]"
      ]
     },
     {
@@ -5068,7 +5068,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "314it [10:14,  2.05s/it]"
+      "314it [11:12,  2.02s/it]"
      ]
     },
     {
@@ -5083,7 +5083,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "315it [10:16,  1.98s/it]"
+      "315it [11:14,  1.93s/it]"
      ]
     },
     {
@@ -5098,7 +5098,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "316it [10:17,  1.92s/it]"
+      "316it [11:17,  2.24s/it]"
      ]
     },
     {
@@ -5113,7 +5113,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "317it [10:20,  2.17s/it]"
+      "317it [11:19,  2.13s/it]"
      ]
     },
     {
@@ -5128,7 +5128,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "318it [10:22,  2.13s/it]"
+      "318it [11:20,  2.02s/it]"
      ]
     },
     {
@@ -5143,7 +5143,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "319it [10:24,  2.02s/it]"
+      "319it [11:22,  1.93s/it]"
      ]
     },
     {
@@ -5158,7 +5158,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "320it [10:26,  1.96s/it]"
+      "320it [11:24,  1.89s/it]"
      ]
     },
     {
@@ -5172,7 +5172,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "321it [10:26,  1.95s/it]\n"
+      "321it [11:25,  2.13s/it]\n"
      ]
     }
    ],
diff --git a/packages/grid/seaweedfs/start.sh b/packages/grid/seaweedfs/start.sh
index 01038fc91ba..64ba9581722 100644
--- a/packages/grid/seaweedfs/start.sh
+++ b/packages/grid/seaweedfs/start.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-weed server -s3 -s3.port="$S3_PORT" -volume.max=10 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
+weed server -s3 -s3.port="$S3_PORT" -volume.max=5 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
 echo "s3.configure -access_key $S3_ROOT_USER -secret_key $S3_ROOT_PWD \
 -user iam -actions Read,Write,List,Tagging,Admin -apply" | weed shell > /dev/null 2>&1
 

From ad78f3d813a759cd3ee2144ad600202de5cd277c Mon Sep 17 00:00:00 2001
From: Koen van der Veen <koenlennartvanderveen@gmail.com>
Date: Sat, 27 Jan 2024 23:33:35 +0100
Subject: [PATCH 7/9] -

---
 .../append-only-event-log-prototype.ipynb     |  193 +-
 notebooks/helm/direct_azure.ipynb             | 5106 +----------------
 notebooks/helm/helm-syft.ipynb                |    2 +-
 packages/grid/seaweedfs/start.sh              |    2 +-
 .../src/syft/protocol/protocol_version.json   |    7 +
 .../syft/service/action/action_data_empty.py  |    6 +-
 .../src/syft/store/blob_storage/seaweedfs.py  |   70 +-
 7 files changed, 367 insertions(+), 5019 deletions(-)

diff --git a/notebooks/helm/append-only-event-log-prototype.ipynb b/notebooks/helm/append-only-event-log-prototype.ipynb
index 7bd497e156b..392b6b2ff21 100644
--- a/notebooks/helm/append-only-event-log-prototype.ipynb
+++ b/notebooks/helm/append-only-event-log-prototype.ipynb
@@ -8,18 +8,21 @@
    "outputs": [],
    "source": [
     "# stdlib\n",
+    "from copy import deepcopy\n",
     "from datetime import datetime\n",
-    "from typing import Any, Dict, List, Optional\n",
+    "from typing import Any\n",
+    "from typing import ClassVar\n",
+    "from typing import Dict\n",
+    "from typing import List\n",
+    "from typing import Optional\n",
+    "from typing import Type\n",
+    "\n",
+    "# third party\n",
     "from pydantic import Field\n",
     "\n",
     "# syft absolute\n",
     "from syft import UID\n",
-    "from syft.types.base import SyftBaseModel\n",
-    "from typing import ClassVar\n",
-    "from typing import Type\n",
-    "from pydantic import Field\n",
-    "from collections import defaultdict\n",
-    "from copy import deepcopy"
+    "from syft.types.base import SyftBaseModel"
    ]
   },
   {
@@ -42,7 +45,7 @@
    "source": [
     "class Event(MyBaseModel):\n",
     "    creator: UID\n",
-    "    creation_date: datetime = Field(default_factory=lambda:datetime.now())\n",
+    "    creation_date: datetime = Field(default_factory=lambda: datetime.now())\n",
     "\n",
     "    def handler(self, node):\n",
     "        method_name = event_handler_registry[self.__class__.__name__]\n",
@@ -143,8 +146,8 @@
    "source": [
     "class CRUDEvent(Event):\n",
     "    object_type: ClassVar[Type] = Type\n",
-    "    object_id: UID   \n",
-    "        \n",
+    "    object_id: UID\n",
+    "\n",
     "    @property\n",
     "    def merge_updates_repr(self):\n",
     "        return f\"{self.updates} for object {self.object_id} by {self.creator}\""
@@ -161,11 +164,11 @@
     "    @property\n",
     "    def updated_properties(self):\n",
     "        return list(self.object_type.__annotations__.keys())\n",
-    "    \n",
+    "\n",
     "    @property\n",
     "    def updates(self):\n",
     "        return {p: getattr(self, p) for p in self.updated_properties}\n",
-    "    \n",
+    "\n",
     "    @property\n",
     "    def update_tuples(self):\n",
     "        return list(self.updates.items())\n",
@@ -173,14 +176,14 @@
     "\n",
     "class UpdateObjectEvent(CRUDEvent):\n",
     "    updates: Dict[str, Any]\n",
-    "        \n",
+    "\n",
     "    @property\n",
     "    def updated_properties(self):\n",
     "        return list(self.updates.keys())\n",
-    "    \n",
+    "\n",
     "    @property\n",
     "    def update_tuples(self):\n",
-    "        return list(self.updates.items())\n"
+    "        return list(self.updates.items())"
    ]
   },
   {
@@ -212,8 +215,7 @@
     "            mock=self.mock,\n",
     "            real=self.real,\n",
     "            description=self.description,\n",
-    "        )\n",
-    "        "
+    "        )"
    ]
   },
   {
@@ -242,13 +244,10 @@
     "class CreateUserCodeEvent(CreateObjectEvent):\n",
     "    object_type: ClassVar[Type] = UserCode\n",
     "    code: UserCode\n",
-    "        \n",
+    "\n",
     "    def execute(self, node):\n",
     "        handler = self.handler(node)\n",
-    "        handler(\n",
-    "            code=self.code\n",
-    "        )\n",
-    "        "
+    "        handler(code=self.code)"
    ]
   },
   {
@@ -262,14 +261,10 @@
     "    object_type: ClassVar[Type] = UserCode\n",
     "    code_id: UID\n",
     "    value: bool\n",
-    "        \n",
+    "\n",
     "    def execute(self, node):\n",
     "        handler = self.handler(node)\n",
-    "        handler(\n",
-    "            self.code_id,\n",
-    "            self.value\n",
-    "        )\n",
-    "        "
+    "        handler(self.code_id, self.value)"
    ]
   },
   {
@@ -291,45 +286,34 @@
     "    event_log: EventLog = EventLog()\n",
     "    store: Dict[UID, Any] = {}\n",
     "    private_store: Dict[UID, Any] = {}\n",
-    "          \n",
+    "\n",
     "    def apply_log(self, log):\n",
     "        self.store = {}\n",
     "        self.event_log = deepcopy(log)\n",
     "\n",
     "        for event in self.event_log.log:\n",
     "            event.execute(self)\n",
-    "            \n",
-    "            \n",
+    "\n",
     "    def create_usercode(self, usercode: str):\n",
-    "        \n",
     "        obj = UserCode(code=usercode)\n",
-    "        event= CreateUserCodeEvent(\n",
-    "            code=obj,\n",
-    "            object_id=obj.id,\n",
-    "            creator=self.id\n",
-    "        )\n",
+    "        event = CreateUserCodeEvent(code=obj, object_id=obj.id, creator=self.id)\n",
     "        self.event_log.log.append(event)\n",
-    "        \n",
+    "\n",
     "        self._create_usercode(obj)\n",
     "        return obj.id\n",
-    "        \n",
+    "\n",
     "    @register_event_handler(CreateUserCodeEvent)\n",
-    "    def _create_usercode(self,code):\n",
+    "    def _create_usercode(self, code):\n",
     "        self.store[code.id] = code\n",
-    "        \n",
-    "        \n",
+    "\n",
     "    def approve_usercode(self, code_id: UID, to: bool):\n",
-    "        event = ApproveUserCodeEvent(\n",
-    "            code_id=code_id,\n",
-    "            creator=self.id,\n",
-    "            value=to\n",
-    "        )\n",
+    "        event = ApproveUserCodeEvent(code_id=code_id, creator=self.id, value=to)\n",
     "        self.event_log.log.append(event)\n",
     "        self._approve_usercode(code_id, to)\n",
-    "        \n",
+    "\n",
     "    @register_event_handler(ApproveUserCodeEvent)\n",
     "    def _approve_usercode(self, code_id, to):\n",
-    "        self.store[code_id].approved=to\n",
+    "        self.store[code_id].approved = to\n",
     "\n",
     "    def create_dataset(self, mock: str, real: Optional[str], description: str):\n",
     "        object_id = UID()\n",
@@ -355,11 +339,7 @@
     "        self.store[dataset.id] = dataset\n",
     "\n",
     "    def update_dataset(self, id, updates):\n",
-    "        event = UpdateDatasetEvent(\n",
-    "            object_id=id,\n",
-    "            updates=updates,\n",
-    "            creator=self.id\n",
-    "        )\n",
+    "        event = UpdateDatasetEvent(object_id=id, updates=updates, creator=self.id)\n",
     "        self.event_log.log.append(event)\n",
     "        self._update_dataset(id, updates)\n",
     "\n",
@@ -405,93 +385,98 @@
    "outputs": [],
    "source": [
     "class MergeState(SyftBaseModel):\n",
-    "    \n",
     "    proposed_merge: List[Event]\n",
     "    fork_idx: int\n",
     "    new_log: List[Event] = []\n",
-    "        \n",
+    "\n",
     "    @property\n",
     "    def current_merge_events(self):\n",
-    "        return self.new_log[self.fork_idx:]\n",
+    "        return self.new_log[self.fork_idx :]\n",
+    "\n",
+    "    #     @property\n",
+    "    #     def updates_since_fork(self):\n",
+    "    #         updates_since_fork: Dict[UID, List[Event]] = defaultdict(list)\n",
+    "    #         # {node_id -> {obj_id -> Event}}\n",
+    "    #         for event in self.new_events:\n",
+    "    #             updates_since_fork[e.creator] += [event]\n",
+    "    #         return updates_since_fork\n",
     "\n",
-    "#     @property\n",
-    "#     def updates_since_fork(self):\n",
-    "#         updates_since_fork: Dict[UID, List[Event]] = defaultdict(list) \n",
-    "#         # {node_id -> {obj_id -> Event}}\n",
-    "#         for event in self.new_events:\n",
-    "#             updates_since_fork[e.creator] += [event]\n",
-    "#         return updates_since_fork\n",
-    "            \n",
     "    def merge(self):\n",
-    "        self.new_log = self.proposed_merge[:self.fork_idx]\n",
-    "        for event in self.proposed_merge[self.fork_idx:]:\n",
+    "        self.new_log = self.proposed_merge[: self.fork_idx]\n",
+    "        for event in self.proposed_merge[self.fork_idx :]:\n",
     "            if self.add_event(event):\n",
     "                print(\"merge conflict\")\n",
-    "                \n",
+    "\n",
     "    def request_input(self, event, conflicting_event):\n",
-    "        s = input(f\"\"\"\n",
+    "        s = input(\n",
+    "            f\"\"\"\n",
     "            {event.object_id} was changed by {event.creator} and {conflicting_event.creator}\n",
     "            Change 0: {event.merge_updates_repr}\n",
     "            Change 1: {conflicting_event.merge_updates_repr}\n",
     "            Type 0/1 to keep the corresponding change\n",
-    "            \"\"\")\n",
+    "            \"\"\"\n",
+    "        )\n",
     "        idx = int(s)\n",
-    "        assert idx in [0,1]\n",
-    "        return idx==1\n",
+    "        assert idx in [0, 1]\n",
+    "        return idx == 1\n",
     "\n",
     "    def object_updates(self, object_id, exclude_node: UID):\n",
-    "#         other_node_ids = [node_id for node_id in self.updates_since_fork.keys()\n",
-    "#                           if node_id != event.creator]\n",
-    "#         other_events_updating_object = [e for i in other_node_ids for e in self.updates_since_fork[i]\n",
-    "#                                         if e.object_id == object_id]\n",
-    "        \n",
-    "        other_events_updating_object = [e for e in self.current_merge_events \n",
-    "                                        if e.object_id == object_id and e.creator != exclude_node]\n",
-    "        \n",
+    "        #         other_node_ids = [node_id for node_id in self.updates_since_fork.keys()\n",
+    "        #                           if node_id != event.creator]\n",
+    "        #         other_events_updating_object = [e for i in other_node_ids for e in self.updates_since_fork[i]\n",
+    "        #                                         if e.object_id == object_id]\n",
+    "\n",
+    "        other_events_updating_object = [\n",
+    "            e\n",
+    "            for e in self.current_merge_events\n",
+    "            if e.object_id == object_id and e.creator != exclude_node\n",
+    "        ]\n",
+    "\n",
     "        object_updates = {}\n",
-    "        \n",
+    "\n",
     "        for e in other_events_updating_object:\n",
     "            for p in e.updated_properties:\n",
     "                val = e.updates[p]\n",
     "                object_updates[p] = (val, e)\n",
-    "                \n",
+    "\n",
     "        return object_updates\n",
-    "    \n",
+    "\n",
     "    def add_event(self, event):\n",
-    "        \n",
-    "        merge_object_updates = self.object_updates(event.object_id, exclude_node=event.creator)                \n",
+    "        merge_object_updates = self.object_updates(\n",
+    "            event.object_id, exclude_node=event.creator\n",
+    "        )\n",
     "        # we want to find all the events from other nodes that updated the same object\n",
     "        # then we want to find which properties they updated and to what value\n",
     "        # if they updated the same property to a different value => merge conflict\n",
-    "        #(property, value) => event\n",
-    "        \n",
-    "        skip_current_event=False\n",
+    "        # (property, value) => event\n",
+    "\n",
+    "        skip_current_event = False\n",
     "        for prop, val in event.updates.items():\n",
-    "            \n",
     "            if skip_current_event:\n",
     "                continue\n",
     "            # val -> event\n",
     "            if prop not in merge_object_updates:\n",
     "                continue\n",
-    "                \n",
+    "\n",
     "            other_val, other_event = merge_object_updates[prop]\n",
     "            if other_val != val:\n",
     "                conflicting_event = other_event\n",
     "                skip_current_event = self.request_input(event, conflicting_event)\n",
     "                skip_conflicting_event = not skip_current_event\n",
-    "                \n",
+    "\n",
     "                # merge strategies:\n",
     "                # accept entire event, reject other event entirely\n",
     "                # cherry pick per property\n",
-    "                \n",
+    "\n",
     "                if skip_conflicting_event:\n",
     "                    print(\"skip conflicting event\")\n",
     "                    # remove conflicting event from new_log\n",
-    "                    self.new_log = [e for e in self.new_log if e.id != conflicting_event.id]\n",
-    "        \n",
+    "                    self.new_log = [\n",
+    "                        e for e in self.new_log if e.id != conflicting_event.id\n",
+    "                    ]\n",
+    "\n",
     "        if not skip_current_event:\n",
-    "            self.new_log += [event]\n",
-    "                    "
+    "            self.new_log += [event]"
    ]
   },
   {
@@ -522,14 +507,16 @@
     "\n",
     "    branch1 = log1[fork_idx:]\n",
     "    branch2 = log2[fork_idx:]\n",
-    "    \n",
-    "    proposed_merge = log1[:fork_idx] + sorted(branch1 + branch2, key=lambda e: e.creation_date)\n",
+    "\n",
+    "    proposed_merge = log1[:fork_idx] + sorted(\n",
+    "        branch1 + branch2, key=lambda e: e.creation_date\n",
+    "    )\n",
     "    print(f\"proposed merge (before merging): {proposed_merge}\")\n",
     "    merge_state = MergeState(fork_idx=fork_idx, proposed_merge=proposed_merge)\n",
     "    merge_state.merge()\n",
-    "        \n",
+    "\n",
     "    new_log = EventLog(log=merge_state.new_log)\n",
-    "    \n",
+    "\n",
     "    node_low.apply_log(new_log)\n",
     "    node_high.apply_log(new_log)\n",
     "\n",
@@ -4464,7 +4451,7 @@
    "outputs": [],
    "source": [
     "# we keep both events\n",
-    "assert len(node_high.event_log.log) ==3 and len(node_low.event_log.log) == 3"
+    "assert len(node_high.event_log.log) == 3 and len(node_low.event_log.log) == 3"
    ]
   },
   {
@@ -4518,7 +4505,7 @@
     "    node_low.update_dataset(dataset.id, {\"description\": \"c\"})\n",
     "\n",
     "    node_high.event_log.log\n",
-    "    \n",
+    "\n",
     "    sync(node_high, node_low)\n",
     "\n",
     "    dataset_high = list(node_high.store.values())[0]\n",
@@ -4528,7 +4515,7 @@
     "\n",
     "    node_high.event_log.log\n",
     "\n",
-    "    assert len(node_high.event_log.log) ==4 and len(node_low.event_log.log) ==4"
+    "    assert len(node_high.event_log.log) == 4 and len(node_low.event_log.log) == 4"
    ]
   },
   {
diff --git a/notebooks/helm/direct_azure.ipynb b/notebooks/helm/direct_azure.ipynb
index b34e96bc564..44714925fb9 100644
--- a/notebooks/helm/direct_azure.ipynb
+++ b/notebooks/helm/direct_azure.ipynb
@@ -16,13 +16,21 @@
    "source": [
     "# stdlib\n",
     "import os\n",
+    "\n",
     "# syft absolute\n",
     "import syft as sy"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -62,7 +70,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -78,17 +86,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
-    "import random\n",
-    "import string"
+    "# stdlib"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -120,7 +127,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -139,7 +146,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -152,22 +159,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# stdlib\n",
     "from pathlib import Path\n",
     "\n",
     "# syft absolute\n",
     "from syft.client.client import SyftClient\n",
     "from syft.store.blob_storage import BlobDeposit\n",
-    "from syft.types.blob_storage import CreateBlobStorageEntry\n",
-    "from syft.types.syft_object import SyftObject"
+    "from syft.types.blob_storage import CreateBlobStorageEntry"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -178,7 +185,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -187,7 +194,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -196,7 +203,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -204,7 +211,7 @@
       "text/markdown": [
        "```python\n",
        "class SeaweedFSBlobDeposit:\n",
-       "  id: str = 36c602b06ef444c7a6be950f6c923352\n",
+       "  id: str = 741c4e3f5cfd4705ba3d12fc076b19dd\n",
        "\n",
        "```"
       ],
@@ -212,7 +219,7 @@
        "syft.store.blob_storage.seaweedfs.SeaweedFSBlobDeposit"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -223,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -248,39 +255,62 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
-    "import requests"
+    "# import requests\n",
+    "\n",
+    "# from syft import SyftError\n",
+    "\n",
+    "# from io import BytesIO\n",
+    "\n",
+    "# from typing import Generator\n",
+    "\n",
+    "# def _byte_chunks(bytes: BytesIO, size: int) -> Generator[bytes, None, None]:\n",
+    "#     while True:\n",
+    "#         try:\n",
+    "#             yield bytes.read(size)\n",
+    "#         except BlockingIOError:\n",
+    "#             return\n",
+    "\n",
+    "# DEFAULT_CHUNK_SIZE = (1024**3 // 10)  # 100MB\n",
+    "# DEFAULT_TIMEOUT = 5000  # in seconds\n",
+    "\n",
+    "# print(len(dep.urls))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from syft import SyftError"
+    "# third party"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from io import BytesIO"
+    "# byte_chunk[16384: 16384+10000]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "from typing import Generator"
-   ]
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   },
   {
    "cell_type": "code",
@@ -288,12 +318,46 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "def _byte_chunks(bytes: BytesIO, size: int) -> Generator[bytes, None, None]:\n",
-    "    while True:\n",
-    "        try:\n",
-    "            yield bytes.read(size)\n",
-    "        except BlockingIOError:\n",
-    "            return"
+    "# # relative\n",
+    "# with open(file, \"rb\") as data:\n",
+    "#     from syft.client.api import APIRegistry\n",
+    "\n",
+    "#     api = APIRegistry.api_for(\n",
+    "#         node_uid=dep.syft_node_location,\n",
+    "#         user_verify_key=dep.syft_client_verify_key,\n",
+    "#     )\n",
+    "\n",
+    "#     etags = []\n",
+    "\n",
+    "#     try:\n",
+    "#         no_lines = 0\n",
+    "#         for part_no, (byte_chunk, url) in tqdm(enumerate(\n",
+    "#             zip(_byte_chunks(data, DEFAULT_CHUNK_SIZE), dep.urls),\n",
+    "#             start=1,\n",
+    "#         )):\n",
+    "#             no_lines += byte_chunk.count(b\"\\n\")\n",
+    "#             if api is not None:\n",
+    "#                 blob_url = api.connection.to_blob_route(\n",
+    "#                     url.url_path, host=url.host_or_ip\n",
+    "#                 )\n",
+    "#             else:\n",
+    "#                 blob_url = url\n",
+    "\n",
+    "#             def data_generator(bytes_, chunk_size=819200):\n",
+    "#                 n=0\n",
+    "#                 while n*chunk_size <= len(bytes_):\n",
+    "#                     chunk = bytes_[n*chunk_size:(n+1)*chunk_size]\n",
+    "#                     n += 1\n",
+    "#                     yield chunk\n",
+    "\n",
+    "#             response = requests.put(\n",
+    "#                 url=str(blob_url), data=data_generator(byte_chunk), timeout=DEFAULT_TIMEOUT, stream=True\n",
+    "#             )\n",
+    "#             response.raise_for_status()\n",
+    "#             etag = response.headers[\"ETag\"]\n",
+    "#             etags.append({\"ETag\": etag, \"PartNumber\": part_no})\n",
+    "#     except requests.RequestException as e:\n",
+    "#         print(e)"
    ]
   },
   {
@@ -302,25 +366,16 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "DEFAULT_CHUNK_SIZE = (1024**3 // 10)  # 100MB\n",
-    "DEFAULT_TIMEOUT = 5000  # in seconds"
+    "# len([x for x in data_generator(byte_chunk)])"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 20,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "321\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "print(len(dep.urls))"
+    "# (1024 ** 3) // 10"
    ]
   },
   {
@@ -329,7 +384,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from tqdm import tqdm"
+    "# api.services.blob_storage.mark_write_complete(etags=etags, uid=dep.blob_storage_entry_id, no_lines=no_lines)"
    ]
   },
   {
@@ -338,4983 +393,231 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# byte_chunk[16384: 16384+10000]"
+    "# mark_write_complete_method = from_api_or_context(\n",
+    "#     func_or_path=\"blob_storage.mark_write_complete\",\n",
+    "#     syft_node_location=self.syft_node_location,\n",
+    "#     syft_client_verify_key=self.syft_client_verify_key,\n",
+    "# )\n",
+    "# return mark_write_complete_method(\n",
+    "#     etags=etags, uid=self.blob_storage_entry_id, no_lines=no_lines\n",
+    "# )"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "# with open(\"somefile.txt\", \"rb\") as f:\n",
+    "#     dep.write(f)"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# syft absolute\n",
+    "from syft.types.blob_storage import BlobFile"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "0it [00:00, ?it/s]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "1 107266\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "1it [00:08,  8.17s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2 214533\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "2it [00:12,  5.75s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "3 321800\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "3it [00:14,  4.13s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "4 429067\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "4it [00:16,  3.32s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "5 536334\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "5it [00:18,  2.80s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "6 643601\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "6it [00:20,  2.47s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "7 750868\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "7it [00:22,  2.28s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "8 858135\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "8it [00:24,  2.19s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "9 965402\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "9it [00:25,  2.08s/it]"
-     ]
-    },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "10 1072669\n"
+      "Uploading\n",
+      "7\n",
+      "4913438816\n",
+      "34394071712\n",
+      "1\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
-      "10it [00:27,  2.02s/it]"
+      "Uploading file part 1/7: 100%|██████████████████████████████████████████████████████████████████████████| 5998/5998 [01:47<00:00, 55.76it/s]\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "11 1179936\n"
+      "2\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
-      "11it [00:29,  1.94s/it]"
+      "Uploading file part 2/7: 100%|██████████████████████████████████████████████████████████████████████████| 5998/5998 [01:39<00:00, 60.00it/s]\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "12 1287202\n"
+      "3\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
-      "12it [00:31,  1.88s/it]"
+      "Uploading file part 3/7: 100%|██████████████████████████████████████████████████████████████████████████| 5998/5998 [01:38<00:00, 60.69it/s]\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "13 1394469\n"
+      "4\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
-      "13it [00:33,  1.99s/it]"
+      "Uploading file part 4/7: 100%|██████████████████████████████████████████████████████████████████████████| 5998/5998 [01:48<00:00, 55.42it/s]\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "14 1501736\n"
+      "5\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
-      "14it [00:35,  1.98s/it]"
+      "Uploading file part 5/7: 100%|██████████████████████████████████████████████████████████████████████████| 5998/5998 [01:45<00:00, 56.86it/s]\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "15 1609003\n"
+      "6\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
-      "15it [00:37,  2.05s/it]"
+      "Uploading file part 6/7: 100%|██████████████████████████████████████████████████████████████████████████| 5998/5998 [01:52<00:00, 53.14it/s]\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "16 1716270\n"
+      "7\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
-      "16it [00:39,  2.03s/it]"
+      "Uploading file part 7/7: 100%|██████████████████████████████████████████████████████████████████████████| 5998/5998 [01:42<00:00, 58.46it/s]\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "x = BlobFile.upload_from_path(\"somefile32gb.txt\", client)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "17 1823537\n"
+      "b'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'\n",
+      "b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n",
+      "b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n",
+      "b'TRN2J91743RKG9JOMWZ0O0RAY3WQMEH3WLKPQWIFWX6JYW5PT9L0KZH5CZXLFEC5LOYKYN3POHODX6OKG2187ITOAYTNJ1XC4WPIZH1X9T6M0IYO2X4WZJUUAQPGU7G6IM1BT9OAWWGNKBUH5VQM7MP7A35LGZD6QA0R7FD48US4TRUKWTYOMSHGC8PB88DZOK8RHJZRB5CTFSOFFGJG0F0FAZNCY6KMHCNBS07UVNEHLC5USGX5HXARTVFY6VHUSY16U3U5KAH0DR2TKA95XC2G6YTWY3TZUW3XHHQHSUTAQWIJ71B6VKGRY8XB1CZBP9UT8FVN2MGGSFLBB011G9F1RLDDU2O3IEIDOL87MSN8XU5Q7UMDKLNB1TSGMYD9LB09RYMZJV7GZLUCGDI38VFZEE3A579TA063W4Z6EFA817ZSYMF25FU62C3LY0Z40AP664DZZFTCWO1J68BFP7WDTWGVTFLE11QIYCO0ZQBHDDK3VB64AMMZEIK0PYNQ6BGRUJP7U332W6OQED1W0U9374E7L3ORC48PE94XZ66F38BPU0QKLSKDYNL7C1PLPHISSBWHRHPQ6MROI1QK6MIB65QBOHOSSHJM9FX8O2AEARTP13CP79ZBA0F7XCT63ZKWZIY3S289D7Z5AEV3FAT9U6E64CAKQCVJQALLQ7IQSS0RWJE9N4N4QIS3YYBGAFJWAK728KBDSYKLQSSNZ6DLHRR6VJ31JZD5TWZBA27M2FGGKCOE1Q7N162BH1SIMAF0M9N0I5EY3TCOMTHR49KTF7JW093CBRIJ00X49G5UAHIIUQOYDIF960K6A25GP07X4V97YKOYVHS7DQQBA7CPKF3HQYFWY3GCOHBSFHNE78XNG3A7ELRYF0JTNZA1BPO8DMRMF2IUKCR1P9XZWC2ESP8NG8EQIP5XE0I28WQ4KA4H0LLFVUZO01KGWDVVU8CXO6PJ2MCF2HNNEUI1GDMJXOPVNS5SGUY9K4ZR'\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "for i, y in enumerate(x.iter_lines()):\n",
+    "    if i > 3:\n",
+    "        break\n",
+    "    print(y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
     {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "17it [00:41,  2.03s/it]"
-     ]
-    },
+     "data": {
+      "text/markdown": [
+       "```python\n",
+       "class ActionFileData:\n",
+       "  id: str = acfe2005d7004143960a75164b366c2d\n",
+       "\n",
+       "```"
+      ],
+      "text/plain": [
+       "syft.service.action.action_data_empty.ActionFileData"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "18 1930804\n"
+      "Uploading\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\r",
-      "18it [00:43,  2.01s/it]"
+      "Uploading file part 1/1: 100%|██████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 4144.57it/s]\n"
      ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "19 2038071\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "19it [00:45,  2.05s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "20 2145338\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "20it [00:48,  2.08s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "21 2252605\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "21it [00:50,  2.24s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "22 2359872\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "22it [00:53,  2.44s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "23 2467139\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "23it [00:57,  2.85s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "24 2574405\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "24it [00:59,  2.56s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "25 2681672\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "25it [01:01,  2.40s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "26 2788939\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "26it [01:03,  2.23s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "27 2896206\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "27it [01:05,  2.16s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
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-    },
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-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "281 30142003\n"
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-     "name": "stdout",
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-     "text": [
-      "283 30356536\n"
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-     "name": "stderr",
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-     "text": [
-      "\r",
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-    },
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-     "name": "stdout",
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-     "text": [
-      "284 30463803\n"
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-     "output_type": "stream",
-     "text": [
-      "\r",
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-    },
-    {
-     "name": "stdout",
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-     "text": [
-      "285 30571070\n"
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-     "name": "stderr",
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-     "text": [
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-      "285it [10:13,  2.38s/it]"
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-     "text": [
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-     "text": [
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-      "286it [10:14,  2.22s/it]"
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-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "287 30785604\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "287it [10:16,  2.08s/it]"
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-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "288 30892871\n"
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-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "288it [10:18,  1.99s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "289 31000138\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "289it [10:20,  1.93s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "290 31107405\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "290it [10:22,  1.96s/it]"
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-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "291 31214672\n"
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-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "291it [10:24,  1.92s/it]"
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-    },
-    {
-     "name": "stdout",
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-     "text": [
-      "292 31321939\n"
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-     "name": "stderr",
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-     "text": [
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-      "292it [10:25,  1.88s/it]"
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-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "293 31429206\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "293it [10:27,  1.82s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "294 31536473\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "294it [10:29,  1.81s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "295 31643739\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "295it [10:31,  1.79s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "296 31751006\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "296it [10:32,  1.81s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "297 31858273\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "297it [10:34,  1.79s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "298 31965540\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "298it [10:36,  1.78s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "299 32072807\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "299it [10:38,  1.80s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "300 32180074\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "300it [10:40,  2.07s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "301 32287341\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "301it [10:44,  2.37s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "302 32394608\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "302it [10:45,  2.25s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "303 32501875\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "303it [10:47,  2.16s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "304 32609142\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "304it [10:50,  2.24s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "305 32716409\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "305it [10:53,  2.37s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "306 32823676\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "306it [10:54,  2.18s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "307 32930942\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "307it [10:56,  2.09s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "308 33038209\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "308it [10:58,  2.00s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "309 33145476\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "309it [11:02,  2.49s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "310 33252743\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "310it [11:05,  2.63s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "311 33360010\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "311it [11:07,  2.49s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "312 33467277\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "312it [11:09,  2.29s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "313 33574544\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "313it [11:10,  2.14s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "314 33681811\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "314it [11:12,  2.02s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "315 33789078\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "315it [11:14,  1.93s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "316 33896345\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "316it [11:17,  2.24s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "317 34003612\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "317it [11:19,  2.13s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "318 34110878\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "318it [11:20,  2.02s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "319 34218145\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "319it [11:22,  1.93s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "320 34325412\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "320it [11:24,  1.89s/it]"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "321 34359712\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "321it [11:25,  2.13s/it]\n"
-     ]
-    }
-   ],
-   "source": [
-    "# relative\n",
-    "with open(file, \"rb\") as data:\n",
-    "    from syft.client.api import APIRegistry\n",
-    "\n",
-    "    api = APIRegistry.api_for(\n",
-    "        node_uid=dep.syft_node_location,\n",
-    "        user_verify_key=dep.syft_client_verify_key,\n",
-    "    )\n",
-    "\n",
-    "    etags = []\n",
-    "\n",
-    "    try:\n",
-    "        no_lines = 0\n",
-    "        for part_no, (byte_chunk, url) in tqdm(enumerate(\n",
-    "            zip(_byte_chunks(data, DEFAULT_CHUNK_SIZE), dep.urls),\n",
-    "            start=1,\n",
-    "        )):\n",
-    "            no_lines += byte_chunk.count(b\"\\n\")\n",
-    "            if api is not None:\n",
-    "                blob_url = api.connection.to_blob_route(\n",
-    "                    url.url_path, host=url.host_or_ip\n",
-    "                )\n",
-    "            else:\n",
-    "                blob_url = url\n",
-    "                \n",
-    "            def data_generator(bytes_, chunk_size=819200):\n",
-    "                n=0\n",
-    "                while n*chunk_size <= len(bytes_):\n",
-    "                    chunk = bytes_[n*chunk_size:(n+1)*chunk_size]\n",
-    "                    n += 1\n",
-    "                    yield chunk\n",
-    "            print(part_no, no_lines)\n",
-    "            response = requests.put(\n",
-    "                url=str(blob_url), data=data_generator(byte_chunk), timeout=DEFAULT_TIMEOUT, stream=True\n",
-    "            )\n",
-    "            response.raise_for_status()\n",
-    "            etag = response.headers[\"ETag\"]\n",
-    "            etags.append({\"ETag\": etag, \"PartNumber\": part_no})\n",
-    "    except requests.RequestException as e:\n",
-    "        print(e)\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# len([x for x in data_generator(byte_chunk)])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "107374182"
-      ]
-     },
-     "execution_count": 25,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "(1024 ** 3) // 10"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div class=\"alert-success\" style=\"padding:5px;\"><strong>SyftSuccess</strong>: Successfully saved file.</div><br />"
-      ],
-      "text/plain": [
-       "SyftSuccess: Successfully saved file."
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {},
-     "output_type": "execute_result"
     }
    ],
    "source": [
-    "api.services.blob_storage.mark_write_complete(etags=etags, uid=dep.blob_storage_entry_id, no_lines=no_lines)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "    # mark_write_complete_method = from_api_or_context(\n",
-    "    #     func_or_path=\"blob_storage.mark_write_complete\",\n",
-    "    #     syft_node_location=self.syft_node_location,\n",
-    "    #     syft_client_verify_key=self.syft_client_verify_key,\n",
-    "    # )\n",
-    "    # return mark_write_complete_method(\n",
-    "    #     etags=etags, uid=self.blob_storage_entry_id, no_lines=no_lines\n",
-    "    # )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "with open(\"somefile.txt\", \"rb\") as f:\n",
-    "    dep.write(f)\n"
+    "# x = BlobFile.upload_from_path(\"somefile.txt\", client)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [],
    "source": [
-    "x = BlobFile.upload_from_path(\"somefile.txt\", client)"
+    "# %debug"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "code",
    "execution_count": 13,
@@ -5348,6 +651,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "# syft absolute\n",
     "from syft.types.blob_storage import BlobFile"
    ]
   },
diff --git a/notebooks/helm/helm-syft.ipynb b/notebooks/helm/helm-syft.ipynb
index 11fed544520..ea88e25b7c2 100644
--- a/notebooks/helm/helm-syft.ipynb
+++ b/notebooks/helm/helm-syft.ipynb
@@ -530,7 +530,7 @@
     "                n=n,\n",
     "            )\n",
     "            batch_results.append(batch_job.result)\n",
-    "            \n",
+    "\n",
     "    aggregate_job = domain.launch_job(aggregate, batch_results=batch_results)\n",
     "    print(\"Finished main function\")\n",
     "    return aggregate_job.result"
diff --git a/packages/grid/seaweedfs/start.sh b/packages/grid/seaweedfs/start.sh
index 64ba9581722..01038fc91ba 100644
--- a/packages/grid/seaweedfs/start.sh
+++ b/packages/grid/seaweedfs/start.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-weed server -s3 -s3.port="$S3_PORT" -volume.max=5 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
+weed server -s3 -s3.port="$S3_PORT" -volume.max=10 -master.volumeSizeLimitMB="$S3_VOLUME_SIZE_MB" &
 echo "s3.configure -access_key $S3_ROOT_USER -secret_key $S3_ROOT_PWD \
 -user iam -actions Read,Write,List,Tagging,Admin -apply" | weed shell > /dev/null 2>&1
 
diff --git a/packages/syft/src/syft/protocol/protocol_version.json b/packages/syft/src/syft/protocol/protocol_version.json
index 67f204a0e92..f0f959f171a 100644
--- a/packages/syft/src/syft/protocol/protocol_version.json
+++ b/packages/syft/src/syft/protocol/protocol_version.json
@@ -1151,6 +1151,13 @@
           "hash": "e410de583bb15bc5af57acef7be55ea5fc56b5b0fc169daa3869f4203c4d7473",
           "action": "add"
         }
+      },
+      "SeaweedFSBlobDeposit": {
+        "2": {
+          "version": 2,
+          "hash": "07d84a95324d95d9c868cd7d1c33c908f77aa468671d76c144586aab672bcbb5",
+          "action": "add"
+        }
       }
     }
   }
diff --git a/packages/syft/src/syft/service/action/action_data_empty.py b/packages/syft/src/syft/service/action/action_data_empty.py
index 1434949301d..00a33c29670 100644
--- a/packages/syft/src/syft/service/action/action_data_empty.py
+++ b/packages/syft/src/syft/service/action/action_data_empty.py
@@ -61,8 +61,4 @@ def __validate_file_path(cls, v: Union[str, Path]) -> Path:
         if isinstance(v, str):
             v = Path(v)
 
-        if v.exists() and v.is_file():
-            return v
-
-        # this breaks server side during deserialization
-        # raise ValueError(f"Not a valid path to file. {v}")
+        return v
diff --git a/packages/syft/src/syft/store/blob_storage/seaweedfs.py b/packages/syft/src/syft/store/blob_storage/seaweedfs.py
index 9babf94143e..f6736ee291a 100644
--- a/packages/syft/src/syft/store/blob_storage/seaweedfs.py
+++ b/packages/syft/src/syft/store/blob_storage/seaweedfs.py
@@ -14,6 +14,7 @@
 from botocore.client import ClientError as BotoClientError
 from botocore.client import Config
 import requests
+from tqdm import tqdm
 from typing_extensions import Self
 
 # relative
@@ -33,28 +34,42 @@
 from ...types.blob_storage import SeaweedSecureFilePathLocation
 from ...types.blob_storage import SecureFilePathLocation
 from ...types.grid_url import GridURL
+from ...types.syft_migration import migrate
 from ...types.syft_object import SYFT_OBJECT_VERSION_1
+from ...types.syft_object import SYFT_OBJECT_VERSION_2
+from ...types.transforms import drop
+from ...types.transforms import make_set_default
 from ...util.constants import DEFAULT_TIMEOUT
 
 WRITE_EXPIRATION_TIME = 900  # seconds
-DEFAULT_CHUNK_SIZE = (1024**3) // 10 # 100 MB
+DEFAULT_FILE_PART_SIZE = (1024**3) * 5  # 5GB
+DEFAULT_UPLOAD_CHUNK_SIZE = 819200
 
 
-def _byte_chunks(bytes: BytesIO, size: int) -> Generator[bytes, None, None]:
+def _byte_chunks(bytes: BytesIO, chunk_size: int) -> Generator[bytes, None, None]:
     while True:
         try:
-            yield bytes.read(size)
+            yield bytes.read(chunk_size)
         except BlockingIOError:
             return
 
 
 @serializable()
-class SeaweedFSBlobDeposit(BlobDeposit):
+class SeaweedFSBlobDepositV1(BlobDeposit):
     __canonical_name__ = "SeaweedFSBlobDeposit"
     __version__ = SYFT_OBJECT_VERSION_1
 
     urls: List[GridURL]
 
+
+@serializable()
+class SeaweedFSBlobDeposit(BlobDeposit):
+    __canonical_name__ = "SeaweedFSBlobDeposit"
+    __version__ = SYFT_OBJECT_VERSION_2
+
+    urls: List[GridURL]
+    size: int
+
     def write(self, data: BytesIO) -> Union[SyftSuccess, SyftError]:
         # relative
         from ...client.api import APIRegistry
@@ -68,8 +83,11 @@ def write(self, data: BytesIO) -> Union[SyftSuccess, SyftError]:
 
         try:
             no_lines = 0
+            # this loops over the parts, we have multiple parts to allow for
+            # concurrent uploads of a single file. (We are currently not using that)
+            part_size = math.ceil(self.size / len(self.urls))
             for part_no, (byte_chunk, url) in enumerate(
-                zip(_byte_chunks(data, DEFAULT_CHUNK_SIZE), self.urls),
+                zip(_byte_chunks(data, part_size), self.urls),
                 start=1,
             ):
                 no_lines += byte_chunk.count(b"\n")
@@ -79,13 +97,33 @@ def write(self, data: BytesIO) -> Union[SyftSuccess, SyftError]:
                     )
                 else:
                     blob_url = url
+
+                def data_generator(bytes_, chunk_size=DEFAULT_UPLOAD_CHUNK_SIZE):
+                    """Creates a data geneator for the part"""
+                    n = 0
+                    total_iterations = math.ceil(len(bytes_) / chunk_size)
+
+                    with tqdm(
+                        total=total_iterations,
+                        desc=f"Uploading file part {part_no}/{len(self.urls)}",  # noqa
+                    ) as pbar:
+                        while n * chunk_size <= len(bytes_):
+                            chunk = bytes_[n * chunk_size : (n + 1) * chunk_size]
+                            n += 1
+                            pbar.update(1)
+                            yield chunk
+
                 response = requests.put(
-                    url=str(blob_url), data=byte_chunk, timeout=DEFAULT_TIMEOUT
+                    url=str(blob_url),
+                    data=data_generator(byte_chunk),
+                    timeout=DEFAULT_TIMEOUT,
+                    stream=True,
                 )
                 response.raise_for_status()
                 etag = response.headers["ETag"]
                 etags.append({"ETag": etag, "PartNumber": part_no})
         except requests.RequestException as e:
+            print(e)
             return SyftError(message=str(e))
 
         mark_write_complete_method = from_api_or_context(
@@ -98,6 +136,20 @@ def write(self, data: BytesIO) -> Union[SyftSuccess, SyftError]:
         )
 
 
+@migrate(SeaweedFSBlobDeposit, SeaweedFSBlobDepositV1)
+def downgrade_seaweedblobdeposit_v2_to_v1():
+    return [
+        drop(["size"]),
+    ]
+
+
+@migrate(SeaweedFSBlobDepositV1, SeaweedFSBlobDeposit)
+def upgrade_seaweedblobdeposit_v1_to_v2():
+    return [
+        make_set_default("size", 1),
+    ]
+
+
 @serializable()
 class SeaweedFSClientConfig(BlobStorageClientConfig):
     host: str
@@ -188,7 +240,7 @@ def allocate(
             )
 
     def write(self, obj: BlobStorageEntry) -> BlobDeposit:
-        total_parts = math.ceil(obj.file_size / DEFAULT_CHUNK_SIZE)
+        total_parts = math.ceil(obj.file_size / DEFAULT_FILE_PART_SIZE)
 
         urls = [
             GridURL.from_url(
@@ -206,7 +258,9 @@ def write(self, obj: BlobStorageEntry) -> BlobDeposit:
             for i in range(total_parts)
         ]
 
-        return SeaweedFSBlobDeposit(blob_storage_entry_id=obj.id, urls=urls)
+        return SeaweedFSBlobDeposit(
+            blob_storage_entry_id=obj.id, urls=urls, size=obj.file_size
+        )
 
     def complete_multipart_upload(
         self,

From 6dec2146ceec410c6a5da6938e592a11b3830470 Mon Sep 17 00:00:00 2001
From: teo <teo.milea97@gmail.com>
Date: Wed, 7 Feb 2024 18:13:41 +0200
Subject: [PATCH 8/9] added initial event service implementation

---
 packages/syft/src/syft/service/event/event.py | 67 +++++++++++++++++++
 .../src/syft/service/event/event_service.py   | 65 ++++++++++++++++++
 .../src/syft/service/event/event_stash.py     | 30 +++++++++
 3 files changed, 162 insertions(+)
 create mode 100644 packages/syft/src/syft/service/event/event.py
 create mode 100644 packages/syft/src/syft/service/event/event_service.py
 create mode 100644 packages/syft/src/syft/service/event/event_stash.py

diff --git a/packages/syft/src/syft/service/event/event.py b/packages/syft/src/syft/service/event/event.py
new file mode 100644
index 00000000000..8a7bd8df494
--- /dev/null
+++ b/packages/syft/src/syft/service/event/event.py
@@ -0,0 +1,67 @@
+from typing import Any, ClassVar, Dict, List, Type
+
+from syft.service.dataset.dataset import Asset, Dataset
+from syft.store.linked_obj import LinkedObject
+from ...types.syft_object import SyftObject
+from ...types.uid import UID
+from datetime import datetime
+from pydantic import Field
+
+event_handler_registry = {}
+
+def register_event_handler(event_type):
+    def inner(method):
+        event_handler_registry[event_type.__name__] = method.__name__
+        return method
+
+    return inner
+
+class Event(SyftObject):
+    creator_user: UID
+    creation_date: datetime = Field(default_factory=lambda: datetime.now())
+
+    def handler(self, node):
+        method_name = event_handler_registry[self.__class__.__name__]
+        return getattr(node, method_name)
+    
+class CRUDEvent(Event):
+    object_type: ClassVar[Type] = Type
+    object_id: UID
+
+    @property
+    def merge_updates_repr(self):
+        return f"{self.updates} for object {self.object_id} by {self.creator}"
+
+class CreateObjectEvent(CRUDEvent):
+    @property
+    def updated_properties(self):
+        return list(self.object_type.__annotations__.keys())
+
+    @property
+    def updates(self):
+        return {p: getattr(self, p) for p in self.updated_properties}
+
+    @property
+    def update_tuples(self):
+        return list(self.updates.items())
+
+
+class UpdateObjectEvent(CRUDEvent):
+    updates: Dict[str, Any]
+
+    @property
+    def updated_properties(self):
+        return list(self.updates.keys())
+
+    @property
+    def update_tuples(self):
+        return list(self.updates.items())
+
+class CreateDatasetEvent(CRUDEvent):
+    object_type: ClassVar[Type] = Dataset
+
+    def execute(self, node):
+        handler = self.handler(node)
+        handler(
+            object_id=self.real.obj_id,
+        )
\ No newline at end of file
diff --git a/packages/syft/src/syft/service/event/event_service.py b/packages/syft/src/syft/service/event/event_service.py
new file mode 100644
index 00000000000..6819d389253
--- /dev/null
+++ b/packages/syft/src/syft/service/event/event_service.py
@@ -0,0 +1,65 @@
+from syft.serde.serializable import serializable
+from syft.service.context import AuthedServiceContext
+from syft.service.event.event_stash import EventStash
+from syft.service.response import SyftError, SyftSuccess
+from syft.service.service import AbstractService, service_method
+from syft.service.user.user_roles import DATA_OWNER_ROLE_LEVEL
+from syft.store.document_store import DocumentStore
+from syft.types.uid import UID
+from syft.util.trace_decorator import instrument
+from .event import Event
+
+@instrument
+@serializable()
+class EventService(AbstractService):
+    store: DocumentStore
+    stash: EventStash
+    
+    def __init__(self, store: DocumentStore) -> None:
+        self.store = store
+        self.stash = EventStash(store=store)
+        
+    @service_method(
+        path="event.add",
+        name="add",
+        roles=DATA_OWNER_ROLE_LEVEL,
+    )
+    def add(
+        self, context: AuthedServiceContext, event: Event, 
+    ):
+        result = self.stash.set(context.credentials, event)
+        if result.is_err():
+            return SyftError(message=str(result.err()))
+    
+        return SyftSuccess(message=f'Great Success!')
+    
+    
+    @service_method(
+        path="event.get_by_uid",
+        name="get_by_uid",
+        roles=DATA_OWNER_ROLE_LEVEL,
+    )
+    def get_by_uid(
+        self, context: AuthedServiceContext, uid: UID,    
+    ):
+        result = self.stash.get_by_uid(context.credentials, uid=uid)
+        if result.is_err():
+            return SyftError(message=str(result.err()))
+        return result.ok()
+        
+    
+    @service_method(
+        path="event.get_all",
+        name="get_all",
+        roles=DATA_OWNER_ROLE_LEVEL,
+    )
+    def get_all(
+        self, context: AuthedServiceContext
+    ):
+        result = self.stash.get_all(context.credentials)
+        if result.is_err():
+            return SyftError(message=str(result.err()))
+    
+        return result.ok()
+    
+    
\ No newline at end of file
diff --git a/packages/syft/src/syft/service/event/event_stash.py b/packages/syft/src/syft/service/event/event_stash.py
new file mode 100644
index 00000000000..25478c504b1
--- /dev/null
+++ b/packages/syft/src/syft/service/event/event_stash.py
@@ -0,0 +1,30 @@
+# stdlib
+from typing import List
+from typing import Optional
+
+# third party
+from result import Result
+
+# relative
+from ...node.credentials import SyftVerifyKey
+from ...serde.serializable import serializable
+from ...store.document_store import BaseUIDStoreStash
+from ...store.document_store import DocumentStore
+from ...store.document_store import PartitionKey
+from ...store.document_store import PartitionSettings
+from ...store.document_store import QueryKeys
+from ...types.uid import UID
+from ...util.telemetry import instrument
+from .event import Event
+
+
+@instrument
+@serializable()
+class EventStash(BaseUIDStoreStash):
+    object_type = Event
+    settings: PartitionSettings = PartitionSettings(
+        name=Event.__canonical_name__, object_type=Event
+    )
+
+    def __init__(self, store: DocumentStore) -> None:
+        super().__init__(store=store)
\ No newline at end of file

From 660dbb2c5cd57fd1c7e48ed1ef679d7faecca226 Mon Sep 17 00:00:00 2001
From: teo <teo.milea97@gmail.com>
Date: Wed, 7 Feb 2024 18:39:26 +0200
Subject: [PATCH 9/9] fix createdatasetevent

---
 packages/syft/src/syft/node/node.py           |  4 +++
 .../src/syft/protocol/protocol_version.json   | 35 +++++++++++++++++++
 .../syft/service/dataset/dataset_service.py   | 11 ++++++
 packages/syft/src/syft/service/event/event.py | 23 ++++++++++--
 4 files changed, 71 insertions(+), 2 deletions(-)

diff --git a/packages/syft/src/syft/node/node.py b/packages/syft/src/syft/node/node.py
index 0972849f47c..34f5a0e457f 100644
--- a/packages/syft/src/syft/node/node.py
+++ b/packages/syft/src/syft/node/node.py
@@ -29,6 +29,8 @@
 from result import Result
 from typing_extensions import Self
 
+from ..service.event.event_service import EventService
+
 # relative
 from .. import __version__
 from ..abstract_node import AbstractNode
@@ -319,6 +321,7 @@ def __init__(
                 SyftWorkerImageService,
                 SyftWorkerPoolService,
                 SyftImageRegistryService,
+                EventService,
             ]
             if services is None
             else services
@@ -877,6 +880,7 @@ def _construct_services(self):
                 SyftWorkerImageService,
                 SyftWorkerPoolService,
                 SyftImageRegistryService,
+                EventService,
             ]
 
             if OBLV:
diff --git a/packages/syft/src/syft/protocol/protocol_version.json b/packages/syft/src/syft/protocol/protocol_version.json
index f0f959f171a..51a2dd048b0 100644
--- a/packages/syft/src/syft/protocol/protocol_version.json
+++ b/packages/syft/src/syft/protocol/protocol_version.json
@@ -1158,6 +1158,41 @@
           "hash": "07d84a95324d95d9c868cd7d1c33c908f77aa468671d76c144586aab672bcbb5",
           "action": "add"
         }
+      },
+      "Event": {
+        "1": {
+          "version": 1,
+          "hash": "1f3a5a19594887c11d01385352ba0244e3a57f02019e0df4a0f9da9393a840b1",
+          "action": "add"
+        }
+      },
+      "CRUDEvent": {
+        "1": {
+          "version": 1,
+          "hash": "5a58f86d52caaf2ae29c00a5809e5a17d91f480ea796d9107aa9a3a07881c4a1",
+          "action": "add"
+        }
+      },
+      "CreateObjectEvent": {
+        "1": {
+          "version": 1,
+          "hash": "58e80bd2f193c55730438468f02459cfc8ce678cbeac347548e243340a8749b0",
+          "action": "add"
+        }
+      },
+      "UpdateObjectEvent": {
+        "1": {
+          "version": 1,
+          "hash": "e7af4c8bcb974197235cdabea37d26a35f1066077010d1afaea33ccb4d92b8ce",
+          "action": "add"
+        }
+      },
+      "CreateDatasetEvent": {
+        "1": {
+          "version": 1,
+          "hash": "f1bc0d382312d5e91f86098bf561a7e0f716d82560678e69242f8dddb6604746",
+          "action": "add"
+        }
       }
     }
   }
diff --git a/packages/syft/src/syft/service/dataset/dataset_service.py b/packages/syft/src/syft/service/dataset/dataset_service.py
index 2558e1e560b..c1ea7182a8e 100644
--- a/packages/syft/src/syft/service/dataset/dataset_service.py
+++ b/packages/syft/src/syft/service/dataset/dataset_service.py
@@ -4,6 +4,8 @@
 from typing import Optional
 from typing import Union
 
+from ..event.event import CreateDatasetEvent
+
 # relative
 from ...serde.serializable import serializable
 from ...store.document_store import DocumentStore
@@ -98,6 +100,15 @@ def add(
         )
         if result.is_err():
             return SyftError(message=str(result.err()))
+        
+        event = CreateDatasetEvent(
+            object_id=dataset.id,
+            creator_user=UID(),
+        )
+        res = context.node.get_service("EventService").add(context, event)
+        if isinstance(res, SyftError):
+            return res
+        
         return SyftSuccess(
             message=f"Dataset uploaded to '{context.node.name}'. "
             f"To see the datasets uploaded by a client on this node, use command `[your_client].datasets`"
diff --git a/packages/syft/src/syft/service/event/event.py b/packages/syft/src/syft/service/event/event.py
index 8a7bd8df494..6453044ce54 100644
--- a/packages/syft/src/syft/service/event/event.py
+++ b/packages/syft/src/syft/service/event/event.py
@@ -1,8 +1,9 @@
 from typing import Any, ClassVar, Dict, List, Type
+from syft.serde.serializable import serializable
 
 from syft.service.dataset.dataset import Asset, Dataset
 from syft.store.linked_obj import LinkedObject
-from ...types.syft_object import SyftObject
+from ...types.syft_object import SYFT_OBJECT_VERSION_1, SyftObject
 from ...types.uid import UID
 from datetime import datetime
 from pydantic import Field
@@ -16,7 +17,10 @@ def inner(method):
 
     return inner
 
+@serializable()
 class Event(SyftObject):
+    __canonical_name__ = "Event"
+    __version__ = SYFT_OBJECT_VERSION_1
     creator_user: UID
     creation_date: datetime = Field(default_factory=lambda: datetime.now())
 
@@ -24,7 +28,11 @@ def handler(self, node):
         method_name = event_handler_registry[self.__class__.__name__]
         return getattr(node, method_name)
     
+
+@serializable()
 class CRUDEvent(Event):
+    __canonical_name__ = "CRUDEvent"
+    __version__ = SYFT_OBJECT_VERSION_1
     object_type: ClassVar[Type] = Type
     object_id: UID
 
@@ -32,7 +40,11 @@ class CRUDEvent(Event):
     def merge_updates_repr(self):
         return f"{self.updates} for object {self.object_id} by {self.creator}"
 
+
+@serializable()
 class CreateObjectEvent(CRUDEvent):
+    __canonical_name__ = "CreateObjectEvent"
+    __version__ = SYFT_OBJECT_VERSION_1
     @property
     def updated_properties(self):
         return list(self.object_type.__annotations__.keys())
@@ -46,7 +58,10 @@ def update_tuples(self):
         return list(self.updates.items())
 
 
+@serializable()
 class UpdateObjectEvent(CRUDEvent):
+    __canonical_name__ = "UpdateObjectEvent"
+    __version__ = SYFT_OBJECT_VERSION_1
     updates: Dict[str, Any]
 
     @property
@@ -57,7 +72,11 @@ def updated_properties(self):
     def update_tuples(self):
         return list(self.updates.items())
 
-class CreateDatasetEvent(CRUDEvent):
+
+@serializable()
+class CreateDatasetEvent(CreateObjectEvent):
+    __canonical_name__ = "CreateDatasetEvent"
+    __version__ = SYFT_OBJECT_VERSION_1
     object_type: ClassVar[Type] = Dataset
 
     def execute(self, node):