Verifiable Compute

Install docker images

Install a Weavechain node locally if not done already, the easiest way is by starting it as a docker
Install a local jupyter jupyter server to connect to the node (if not done already)
Allow running local docker images by running

  docker run -d -v /var/run/docker.sock:/var/run/docker.sock -p 0.0.0.0:2375:2375 bobrik/socat TCP-LISTEN:2375,fork UNIX-CONNECT:/var/run/docker.sock

Prepare the compute tasks

run in a command line on the server where the node is running

  docker pull gcr.io/weavechain/download_dataset
  docker pull gcr.io/weavechain/faucet_once
  docker pull gcr.io/weavechain/train_model_dummy

Run the notebook

make sure both the node and jupyter server dockers are running
connect to the local jupyter server http://127.0.0.1:18888/notebooks/sample-verifiable.ipynb
use the token taken from the weave_jupyter_public docker logs
OR, if you're not using the provided docker server, download the notebook from here and run it in your locally configured jupyter server
run the cells one by one, in case of errors check for the docker images running properly and without errors in their logs and for the ports being open
contact us on Telegram or via email support@weavechain.com
see below a non-interactive output of how the notebook should look like

Sample of expected notebook:

In this demo notebook we will showcase verifiable computation and checking inclusion of input data in the trainig set of an AI model training.

Create an API session

import pandas as pd

from weaveapi.records import *
from weaveapi.options import *
from weaveapi.filter import *
from weaveapi.weaveh import *

WEAVE_CONFIG = "config/demo_ailineage_owner.config"
nodeApi, session = connect_weave_api(WEAVE_CONFIG)

data_collection = "vault"
articles_table = "medium_posts"

token = "USDC"
decimals = 6

{"res":"ok","data":"pong 1691601050445"}

Check initial node owner balance

Bridge address: https://mumbai.polygonscan.com/address/0xB485e0813b567E1629B8083026307d4d9E2cDE0B

account = session.publicKey
reply = nodeApi.balance(session, account, "", token).get()
print("Custodial wallet", account, float(reply["data"]) / pow(10, decimals) if "data" in reply else 0)

Custodial wallet weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q 880016.0

Create table to store medium articles

layout = { 
    "columns": { 
        "id": { "type": "LONG", "isIndexed": True, "isUnique": True, "isNullable": False },
        "ts": { "type": "LONG" },
        "pubkey": { "type": "STRING" },
        "sig": { "type": "STRING" },
        "ip": { "type": "STRING" },
        "roles": { "type": "STRING" },
        "link": { "type": "STRING" },
        "title": { "type": "STRING" },
        "author": { "type": "STRING" },
        "text": { "type": "STRING" }
    }, 
    "idColumnIndex": 0,  # Autogenerates IDs
    "timestampColumnIndex": 1, # Fills the column automatically with the network time
    "ownerColumnIndex": 2, # Fills the pubkey column automatically with the public key of the writer
    "signatureColumnIndex": 3, # Fills the column with an EdDSA signature of the record hash
    "sourceIpColumnIndex": 4, # Fills the column with an EdDSA signature of the record hash
    "allowedRolesColumnIndex": 5, # Allowed readers, specified by the writer
    "isLocal": False,
    "applyReadTransformations": True
}

nodeApi.dropTable(session, data_collection, articles_table).get()
reply = nodeApi.createTable(session, data_collection, articles_table, CreateOptions(False, False, layout)).get()
print(reply)

{'res': 'ok', 'target': {'operationType': 'CREATE_TABLE', 'organization': 'weavedemo', 'account': 'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q', 'scope': 'vault', 'table': 'medium_posts'}}

Run compute task to import data

this task performs an import from a dataset (kaggle in this case)
the task has full compute lineage, i.e. it has hashes for input/compute and output as a guarantee that the output datasetis the result of running this task at a given moment in time
we generate key pairs for the authors, which could be claimed later (not done in this sample, but if the dataset had an email field, we can enable tokens claims using email magic link authentication)
there is a separate flow in which authors can write data with their own keys

reply = nodeApi.compute(session, "gcr.io/weavechain/download_dataset", COMPUTE_DEFAULT).get()
display(reply)

{'res': 'ok',
 'target': {'operationType': 'COMPUTE',
  'organization': 'weavedemo',
  'account': 'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q'},
 'data': {'inputHash': '6LfKoQQMqb8fYgA1PwBPKMhFaJ59Fn3DWw6qTRri4zjN',
  'console': '{"res":"ok","data":"pong 1691601070062"}\nDownloading dataset...\nWriting record for Justin Lee\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveyHb6WF1WBk5ZMQpMm1eG9uugi4MXnSgoAetTARcR9izE for Justin Lee\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveyHb6WF1WBk5ZMQpMm1eG9uugi4MXnSgoAetTARcR9izE\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Ol5So58BXoJIStjW9SuILYLUS8onZE1/mU90DZ3RFuY=,2vtap1n9cDCwMQh5hwzVVZvTKZ4e6CmjAzAYvHzDNX7KCZXK7GTvd83oKeLN2M3qkxEzoLaQp21y3NUZpxjZ4AX7\', \'ids\': \'1\'}\nWriting record for Conor Dewey\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavebvDnoef2cPLbRtqqH5uA2M1t6Svdz1C3d8zx43481W3z for Conor Dewey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavebvDnoef2cPLbRtqqH5uA2M1t6Svdz1C3d8zx43481W3z\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,BUeRSwKjw8TtWO57SW26Sqn8x/cQKbXSDdtXrfoOvfU=,63WS3rTVYY4YvPN4XTz6sYfu6wnyCVLPBw3Pw6YZTbAK76nQrK2B8PguLLW3iA8xR5PnJAdZ2RmLzaJyte8NihCE\', \'ids\': \'2\'}\nWriting record for William Koehrsen\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavejZRDVDvctwquT1eQGM38v1tHubtPryRxq6K6rniVhkFq for William Koehrsen\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavejZRDVDvctwquT1eQGM38v1tHubtPryRxq6K6rniVhkFq\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,TLSK2rMTMrAVVCYsjygSRzvw4Uo6PE4KrI8R/C9/UrE=,4kbbmUDgnpV8tZGrCVLEDEirSTWEmUmfCGZGnoa7Tey5ehYAaPeK51wEyKdghpu3LzzCDNh4bWdibeXD3adLzjnM\', \'ids\': \'3\'}\nWriting record for Gant Laborde\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveiWV2dK7p3AHhBkwMBjPqpM6vVM78D62HdUUBYxmMzdKb for Gant Laborde\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveiWV2dK7p3AHhBkwMBjPqpM6vVM78D62HdUUBYxmMzdKb\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,hXPM1qHN2hiRAR2C27TxevCIQg6Pcf4w4v3HyEL4mao=,3jaembVRGeBGNbK6sQuqRn5Ru6QvR3Njn79LwG6rzE6SRHMmV9sXzR4g4k7TysbcGPfRaE1xxnYhacbPNNzamcDU\', \'ids\': \'4\'}\nWriting record for Emmanuel Ameisen\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavez2Lr5qDk5LC3zPUxFakrxyRJUNb1LQ9QzEDHRG2Gm8ix for Emmanuel Ameisen\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavez2Lr5qDk5LC3zPUxFakrxyRJUNb1LQ9QzEDHRG2Gm8ix\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,bUvZcqXP0WP2+UIrD1fdCSEK+tW2E7jjB04FXUYJ1U0=,2x77REhTMMTJGUnjJ66Dm3SxiA3tJmBP1nP6Xx4iabD9FpgrU4kAjRy5qvuasS2e1xfQDVkbm47cTt31giDxx1Wu\', \'ids\': \'5\'}\nWriting record for Irhum Shafkat\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave21Jj2Zs46JsdG9AxgrABy3pr6CBsjZBV862q7SAvs6Jj4 for Irhum Shafkat\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave21Jj2Zs46JsdG9AxgrABy3pr6CBsjZBV862q7SAvs6Jj4\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Dec+fcVRWGl22qcXhBiYMp+7/AZzkJAYLFnXrXeEq9I=,4cj5kwqo3M534xDheSgJ1g5x3jbWcJf84epJaPif6hpaCj4TGyjtBqxQrbXYShoEjoaegmM9emY9engCmpt9nYRG\', \'ids\': \'6\'}\nWriting record for Sam Drozdov\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave21P5vXr69n69QZ6gk9NLz5BbkDFiUYNgjm2RzEsePnYPQ for Sam Drozdov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave21P5vXr69n69QZ6gk9NLz5BbkDFiUYNgjm2RzEsePnYPQ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,i5e3InP9pYLsPPMXmd37PQGfYL2eNcbHCX9WKtxgzpA=,2RB6puHmhoxwVbqNPoQjhXjA8QfhH2iYyJANbjtaWTDDHhZgomBCbgYGykShDMSudeUNpfqQUaQmLbkPt2mi79hQ\', \'ids\': \'7\'}\nWriting record for Conor Dewey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavebvDnoef2cPLbRtqqH5uA2M1t6Svdz1C3d8zx43481W3z\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,gpGfPkB925ckB3GOMIFecalo2YhArh6UJH5w9I6xSns=,3iTi5tLsse6g79mvvnZg3XNtGdvq35xBJsP3oapg3Qjrf6Zv8Nz53V5xfgsZRuQWrfYZZrukp7W4d75frn7yofeR\', \'ids\': \'8\'}\nWriting record for Abhishek Parbhakar\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavewYC94Hwi5bGhFeorEp2sghZKXBWx1yreFYBAs5Qjnmz7 for Abhishek Parbhakar\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavewYC94Hwi5bGhFeorEp2sghZKXBWx1yreFYBAs5Qjnmz7\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,f/Fd0javNefBjNUZgdioAxNjTXc/uvdn9wZnoUk8hi0=,4QUPXLrAfqa22WpsNxm8PuPbfdtjfyJRx9Zw2Tm7ci9gv2QH2e8zEuLhBJUGFC7bCnU6SvHYVSN8VWT15L9mroVM\', \'ids\': \'9\'}\nWriting record for Aman Dalmia\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavexjioGxCmvk2znFELkHXASjMbJzqMGX53a3wTjdmVo2q5 for Aman Dalmia\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexjioGxCmvk2znFELkHXASjMbJzqMGX53a3wTjdmVo2q5\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,1yeEdKmBhSg94p10DP2ES5f5eGrCA6yPsnVyutFA+wQ=,JFfvt1jrNBMEhcUH9Vy6rut983suu2G1fiLedUAfgN8rooUpr6jFjdqDcXVqwZWND3tEKbJcr6rMfF18Zk1912s\', \'ids\': \'10\'}\nWriting record for Sophia Arakelyan\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavecd1LPk6JgVEBxkxgTrSGGYQ625qTzbgrB3WoLozGtFLT for Sophia Arakelyan\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavecd1LPk6JgVEBxkxgTrSGGYQ625qTzbgrB3WoLozGtFLT\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,MJ0IR/RIokI5a25NanNHkClHZN4CiHqYzlO0/JsD9jg=,3YE5wqRGyFY8RooJR8YizFLdmGdwEqT6hyTiLRmHDXxp4ouZYYSY2Hcxuht5dDWMctYKKUZNTiUo7bCQTzrHAhAW\', \'ids\': \'11\'}\nWriting record for Dr. GP Pulipaka\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavefJHY7kHgG9cPmv6Kt1GBu7XnB71jBxCbrZvxoWPe3Exa for Dr. GP Pulipaka\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefJHY7kHgG9cPmv6Kt1GBu7XnB71jBxCbrZvxoWPe3Exa\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,p5Y9VgLs+jBovbvx967wCALgpmXdZWHLQJ1+kDjBfUI=,25krdGcdtzAJetEBhDtZthYjkubyGNDiMVLnuEphb8wVeXKRt295RMtr5VxbJAnvyRKrdCaqK7sPxNB2nPyTueTm\', \'ids\': \'12\'}\nWriting record for Scott Santens\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavevrXLcK18w9PjPMPgdpASHSXzWmgdDPP7AkUzpBm8rjqP for Scott Santens\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevrXLcK18w9PjPMPgdpASHSXzWmgdDPP7AkUzpBm8rjqP\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,BeyC+7SPKHN19J7urq0IFDGWHBeMj1nGSR1pzD//kC0=,4nSwNSa7QmgYv7c7BUMBXXDJ1nZpR4ZisRiLkiawfshQYeU6PxbHiEAg1pD3raZ64fRuo1t8d4X86Ait3pmKgzRa\', \'ids\': \'13\'}\nWriting record for Adam Geitgey\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Ce3Az18B6la45OfF1TsbhU3zMTLG5rn9K/4yh45fN/U=,erLLecXwc2qS8QhzRfB6Sqrer6h4bsyQjrLUsC74miCiiWDF1UDCun9qWmHm6ovwBnsnWzdgTP6zoc6PtmdaSSk\', \'ids\': \'14\'}\nWriting record for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,WrsfO//Vik3pptOMuEhf7MrUSLk0XkdZ8carSffWhMc=,bHPgvYBfheT4wqRumtKkEcFyxGSjrJg1J5YAjyexAN94iQ4mybQ1YH8YfgPrG8xGJu2Fewr94jCW5BKfB7fxD61\', \'ids\': \'15\'}\nWriting record for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,3NzsGRzc1rZklINoqsZYBQeA8mvkd0JGRLQBupMByYE=,G63JbyhiV4wTpu8RDcvVXVCKK2oMUXJULdsYRapnyjpNdwEdCrG9pmGB1e37gvMDzcUvL7HCtDiUPu3HcJpw5Mu\', \'ids\': \'16\'}\nWriting record for Xiaohan Zeng\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave274mgR5wCdAZHhj985J8cjNaxtcRGuhGWXcunoqPqLctE for Xiaohan Zeng\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave274mgR5wCdAZHhj985J8cjNaxtcRGuhGWXcunoqPqLctE\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,xzfp+XSQhjEzf7quITIdPU+IAuoN8+Nr3keiQpyJFnc=,5sCqXZbJLAthqr5aSapLt1VpwBirghNfao5zyxEJGTRzryPmBQSb5pwzGNWXXD7LKHdDwtfFCUrPWVe3UJn2TPNn\', \'ids\': \'17\'}\nWriting record for Gil Fewster\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave28hJgLv9G3ku9ozEiukbaTgCR7TVxx2Q84aS1Ly9eWM1Z for Gil Fewster\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave28hJgLv9G3ku9ozEiukbaTgCR7TVxx2Q84aS1Ly9eWM1Z\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,dGLki4ln5Ua0ZiRgxsPKNEwY1Kw5HOoZMYKRz1LFkgE=,4Mz1nimQha3Z9aTfqrzr9CJTzCSsUVRPBKPTXZgG85oJmuezRqZriijGPFgCPXHFm65wCS6krKpbTLgFEoNR4tDK\', \'ids\': \'18\'}\nWriting record for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Tl+INgvqVYVpGI1uMVLtUxpTa7fqcpOaIj0aqW30uo4=,2zNsM4XMXHDVF5aUtze9VAMqrGhbxAxpJfuKmNJQ5yQ43SYSFYmFrXyJir7o7TvERvewA9HCUaawFqUaYqbHjhcn\', \'ids\': \'19\'}\nWriting record for David Venturi\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavepqSu5eoLj9AKrE8VU1eRHqpLNYEiVYW93kEUx1hknugq for David Venturi\n{\'res\': \'ok\', \'target\': 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\'weavedemo\', \'account\': \'weavetx2LeihsqoHqTAvsNQJRp53G79SuXqXSoESzbyE3rVjj\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,HXtvJLYjrM9CBC/SQZEbJ/kSTA7WZfckVqlgH0P9nVI=,5ZXyA3RoXTe1AvDMj9reK6NafbTps8rjJLQXzxzN9idpYJH7sa2urnHzYcZrHGpn2ooB7sc3bkJND52wqqz2S1VK\', \'ids\': \'44\'}\nWriting record for John Wittenauer\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveqanAgFhbb8CQJyMKX6jFDfLKpz3iGBcTBkqRGhsSG9TF for John Wittenauer\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveqanAgFhbb8CQJyMKX6jFDfLKpz3iGBcTBkqRGhsSG9TF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,6gE6i3WvrJSrjG5b35OtP09PpCsaThDF4h2k9ZIFwg8=,3pnkXAqeQEUXFi4ftcbXqfiEiajmhGrNuhRd66B7Wh5smuQ5f3ycoJ8ztDwbVgfMMU6BSTtVy6CGBbbKxD1FFJTk\', \'ids\': \'45\'}\nWriting record for Pinterest Engineering\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveu7vhCJxM8Z1JTZNZPrmn3EeV5NEM1kdZ8mpGDcPArfjK\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,zlClyv9pGQZWJkpp77Y3a5Y0GO/RjQQ/CgklsiJwttw=,5NB5qkTAyubMMzAy1PzFTUjd5gUJWvAeqFXDiqhAujVC3tt6eUAuNAAZKyV4XSchhWs4qXKKPYQwNjs2in5HxpaS\', \'ids\': \'46\'}\nWriting record for Christopher Nguyen\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavevwbbRwepYQb5NJGCptLkNZ4xPgsxwoHKMvdMGgZw75hu for Christopher Nguyen\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevwbbRwepYQb5NJGCptLkNZ4xPgsxwoHKMvdMGgZw75hu\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,McHNMLLRI3Dj/51xSEqsMP3ULc1pOnGkEK3JmIXn7CY=,4dp7C4NXQvR9be9YnAm3F5XncAZXdTouNSmhNpVWMUN4xTtjATXCfCfiTG1W8EuZsqAny681HVXKcVSEnnkuN28m\', \'ids\': \'47\'}\nWriting record for Per Harald Borgen\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveq2xt72H3CMNktaFK6Yf4Y6qm1q4bhWXts8QByyz7pCck for Per Harald Borgen\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveq2xt72H3CMNktaFK6Yf4Y6qm1q4bhWXts8QByyz7pCck\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,xosPECQBwa01U1m2C8O70vmsCuqRlb+jVO8F7OtSBh0=,26mRoDpwRhJ5ZwSxB8C2vdhcSVkGXpeNiTSXQmqEmLyaR3yDwHErpZbA4ADELoN86cgrfe2M613CEnJmjtQbpGwR\', \'ids\': \'48\'}\nWriting record for Ahmed El Deeb\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavepmGSuFp8cQhfXDGqKvECPdMvUJFrTpn6wmen2v1EZTUj for Ahmed El Deeb\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavepmGSuFp8cQhfXDGqKvECPdMvUJFrTpn6wmen2v1EZTUj\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'organization\': \'weavedemo\', \'account\': \'weavekgh9mDUynkbusDL1wjYT6jrgGterAXMEm1JPHSTPtEQJ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,L8R+YRnIwW9X9yOK97DpaG7TkpKjI78UleUEECh9MR0=,Ko1vtMSzTn1re38n1ZtQ5RQuh4zpUiDeM8LcgQ4r1h3oVeEZWMhvcpv9ABXctKiEFDQpqDPe9TB38vPWnTNeiYe\', \'ids\': \'51\'}\nWriting record for Ahmed El Deeb\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavepmGSuFp8cQhfXDGqKvECPdMvUJFrTpn6wmen2v1EZTUj\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,U1mljuR92mofWLbOC0e9igXcLZD2cotueigU6H01YGw=,3ZGxWU5Eao95fuCFkwGS1VxxRkXm7o7SjSFKubPHYjiVsSWY2BJaFVKWRXL7WjWx7GjgBqBnbC6xTSwzXBKfbjxt\', \'ids\': \'52\'}\nWriting record for Christophe Bourguignat\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave24eiJL4tu8LbexzxW4nFG25gfGEStgh9cLPbGF7mVYoXR for Christophe Bourguignat\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave24eiJL4tu8LbexzxW4nFG25gfGEStgh9cLPbGF7mVYoXR\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,jWCaaDRTEAd8+ylpT2/8OtjAPkKM9uPVbCnS92BlH/E=,5fWBvkNULMg3FHXfxwa6yNAAn79BtEtDgGwoDHUrWR9re8oj8cvCFEDnVty6aswFVXwxxczDnvWRU5sJ1mVQGMc7\', \'ids\': \'53\'}\nWriting record for I\'Boss Potiwarakorn\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavejFmwrMcXDQkNtNXS4JnSYYQ7A9hEzmBM7uhmRkV23Pjo for I\'Boss Potiwarakorn\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavejFmwrMcXDQkNtNXS4JnSYYQ7A9hEzmBM7uhmRkV23Pjo\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,tCVztlQ7jQhl4c0bHCvCiJRNFbnNM1Ciu76u6rARG+w=,3ent9Q3Gr1cMik8Dmfaxkg9AZppuKzJykqQ1rtZRP1WXf7CB36JKtc74gjex4Q2dD3xXMXGqJQt8bxkh46oTpC14\', \'ids\': \'56\'}\nWriting record for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,VXmFjm9D/U7a9Zz7vL/9Scs/+KwtPk2DUnxIhebIRCw=,2xUsFGHFETs1c1QVGJFQeaYEyE6HdFTrpp2JNjdLDTaBhdF8mNjCAFVYV652nU9waWRfPkABU4Q3iChGCcGenubF\', \'ids\': \'57\'}\nWriting record for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,XLJP5Oa/uliklxTMv7iQCZBFXaVTkSsIg4uuE9Kx1P4=,sHiNU74ej7rNLPhfQLC2FarVra2T25qv48q8xzsHvtZBkBjhjdjoXc85LsvXUZ8gFxsEEaepUz7yWsWwjoweSYM\', \'ids\': \'60\'}\nWriting record for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,w1ILvJklrx+NXNri9VWpU5mll29MhF9vr499RlTm4yk=,4rHCF8NgVL3e1XuaGH22uz71vaNq1imUHef8XgA6BzWkq9CTK2MpJTf2yKoCwksNytFmKU99pCHvDQRLngu4aEct\', \'ids\': \'61\'}\nWriting record for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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Theo\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavebkWwnxF9FsBwcYntnj2EPdBW9rxhUb76J3nygWtTWoGF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,8kLBYI/J6QQJdFbMwnT0dJTq2RSBmKkDP/8sE1yJjGc=,3pQPjiUVkLiu6wCevSQuhNJbDRmofsLc4dx2pNtDVHWpjQwMszcrzScTFf8xom3mZKrTht9mCsJhSxkdijnHU9ep\', \'ids\': \'114\'}\nWriting record for x.ai\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavexB2nNrzRvPAQE4FBASyM9kHMWnoh5K4FEc5EaXugWAh4 for x.ai\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexB2nNrzRvPAQE4FBASyM9kHMWnoh5K4FEc5EaXugWAh4\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Yy7VrVIXBh1JRPf0QYrclB5olCo/kvVGdTAK+72sxl8=,6fxRmE7aAtmermR7wG36mHAAF37RnGN3qSYXQejoiy5uJrJUZHFKHRB73VydfrxJ1wFVJ2jaAZUXxEGWeFoUGQd\', \'ids\': 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\'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveqBoMYrbXKtmgpk7obJ2XQKWimtoC3b1ps971CNdmyC4p\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,64NU+g/SlWbZSvDTS/Z2CtS4YILmlp6yFlp9d17Q/sI=,49Jw3hSrc9UBafKhG93NX79QDdXRcpqqKSCbpNZJb8UEqTp76EVK3WuGynStafVanyeVdifDhGpAmc1HEWPgdoJb\', \'ids\': \'130\'}\nWriting record for Tanay Jaipuria\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave255CjBZgnaMJEBEhEt11BEymxiXQemi5nKeBcv57j8gLp for Tanay Jaipuria\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave255CjBZgnaMJEBEhEt11BEymxiXQemi5nKeBcv57j8gLp\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,k6gwZeWmtIu3K0aXJt7WDgvyuesHqzGliqnaifrPdCs=,63eR29rUdTA8d9Q3iaMiprK825nCot4muGZBWJLphEiMhEuVPMXQ4ftUWaC8M67wHmvYLK7uTivhccDLVqHjEnY4\', \'ids\': 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\'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,z0iiuy3WwogYQ47DvH8n2bsG6Q57cXoLDC4LedrbFek=,2ckV5wpae8KibWr789vatXdna5S2ZjYvU5CLea8fhfNqv6UJxbfuN59Wb7L3JDqztQqPgELPrzYQfn3pf2Wq5eHx\', \'ids\': \'135\'}\nWriting record for samim\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavev2ENed3oJ1NLhietvN2UxJ3MN1NtP2FEwJhhmgm6458w\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,gU5JFUWuR1uguf/kKmIh+cZ/l4DU1y4zQGWzdWmn0RA=,5bZQnURHiCfuaVgt6qb1GsihjMF6g3P6ECkPtfv64zyfrSwWPFYpiLRvsCAeGmq4oj3gJgJjECEkbKbeMEcrB8QS\', \'ids\': \'136\'}\nWriting record for Adam Geitgey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevSc8shf3NN6ufVKNHh7avoAzKcPFopmr5uj5vL2BmMEF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,nqDSjhWGYgoETbKhJ7DHc5zFNIpdfmet0nLCjRzS2pU=,2TfrCNUQxXKmU3TDfifNdqLTwZbP5CusRUCa3z8eDnd4L9b8t3MWdydRq7cQVWh64Q4XvWGSXQ8YKy24zUZD1Sa4\', \'ids\': \'141\'}\nWriting record for Tal Perry\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavemQ83gdkjq27b1HTv8m4mj2fRB32HP6T1GYWePAsPg99E\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,NR19uwI87vLmMAGeXhWZIqFqeY6bLotShmzWrTpEwp4=,5EQnzHw5om5FpnEVN6cYGo54C3bvWgfxMoyiwUgzUMUzD4JwjQU97d79kSDLi5jYLE6SBx5ibwXNSy8AtccdL2j5\', \'ids\': \'142\'}\nWriting record for Gil Fewster\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave28hJgLv9G3ku9ozEiukbaTgCR7TVxx2Q84aS1Ly9eWM1Z\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'organization\': \'weavedemo\', \'account\': \'weave22pdghXa46iy1DQdJAz92d5Tzx1wS3KneCJyo6fiA7FTQ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,wAz51r01ByRU+EgRhLR/ppWt8mow0jZQIFsI32IgzGI=,LECFebP8GVGG6zTswzJBkbmNGiCC2Lc8BamunZGQsy3Adexun1gcVuqoWYYrpzQ6dqdsSCz19VvtQHu1v56T2bQ\', \'ids\': \'149\'}\nWriting record for Slav Ivanov\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,kpgHEbyD97Ztmg9A81SSTRZRYgaP+PQVproF+OMpgxA=,2DraXAtjBa9umREi15koNZjWtw7eFhTw2t4zrmVNrc5xstNWLvmYmcjg7Z7zdUq4PL5U4yH8d2fVpbVkL9NigPxw\', \'ids\': \'150\'}\nWriting record for Geoff Nesnow\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavesW7noqhibzaNLwuwhhMfxJUjmX5pQ65kcpJhb1FbtZUn for Geoff Nesnow\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavesW7noqhibzaNLwuwhhMfxJUjmX5pQ65kcpJhb1FbtZUn\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,aRSX4N339MnzB7ZTzz1I3d7xfv6PiN7OY9tKlCnxfLk=,3yegAUnScGgDuXAekJTYd4KMdey523ZzkjrYs5CC268oiPuHAVZF9eMbdgkNsmDkyyvsK1qUnsKuZDHrv2xiiPNQ\', \'ids\': \'151\'}\nWriting record for Blaise Aguera y Arcas\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave25FmmS1C3HkoQEe4scEiy4cEC4hzmQ6AXbRWcDZUuBtC9\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,tV3yYjopHT3Zod330G1hllP6xm6T44YBcFU6ONdIbAY=,4Bz1jNZC7vw1fVcvXRCLnChCB7fnqmojrcg18Ve85hCdnSaffrGa9Z88EGjdfBXuRergJdkCroW1YJr4qZyGfLBx\', \'ids\': \'154\'}\nWriting record for Aman Agarwal\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveyKrGCkmrGL18pWHik3iKkzxZQknMv586jAhJR2MR73wq for Aman Agarwal\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveyKrGCkmrGL18pWHik3iKkzxZQknMv586jAhJR2MR73wq\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,+3+rKzbeAne88lQHkaI48VlZGsb0u+iA1k4io96N9+M=,3dMpqS4ZKxqzFUKtuqgLipxEutrRtxnCLr1idYrQBnWPYshSU1vFJgRLXffHJZ3eCCXpCddZ6rwXhtWkSuCvjQeo\', \'ids\': \'155\'}\nWriting record for Lance Ulanoff\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavehnFy2boRD47pcHqfkDJRJNNtdrZfgyRvjRg3G2cuVTsg\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,r1V8LmL6ijmxxdpq5P4WxgcvKnGy4YyRtrQ5+hP1UQU=,2DeUjr1rsksMDCdwnxUACMTRt4HeYJJuz7UvQxoGifXS9Qo9pj32Ji2XYq5TcrQAo53QgQoLBm6XmvrtVhBMVHbv\', \'ids\': \'156\'}\nWriting record for Gant Laborde\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveiWV2dK7p3AHhBkwMBjPqpM6vVM78D62HdUUBYxmMzdKb\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,q6S1QY3Z9aEJXw98KWrojQ3yhBxqaA6TYmHM/aL3d98=,4h7JWuZNFsHukZ9z8LYVT5nHWQFF7znHUW8vs2d6rZUWuKEPiihfUiiWBFLpLRMXZ8cJNuLAEaoLoxaZFzQLddoP\', \'ids\': \'157\'}\nWriting record for Emmanuel Ameisen\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavez2Lr5qDk5LC3zPUxFakrxyRJUNb1LQ9QzEDHRG2Gm8ix\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,pi1ax8Es0k6KiXES3T9vsLJY6znUGMLeJXgPeVpvdtg=,4pJxjhmmV58jqsBQADGY9QnqTptWnWujK3NFASrP9cA2nA6eHsmmh9PmRGwjxakPQHk9MVXhzrbuyur333du4XPQ\', \'ids\': \'162\'}\nWriting record for James Loy\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavev1mxEYma2r1MD2Q99PJKj1ct7jmAC35KWSYPitijrCTt for James Loy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavev1mxEYma2r1MD2Q99PJKj1ct7jmAC35KWSYPitijrCTt\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,8Jq3IdrAEsITCXwcKTquZD8XQIYVuy2kirkdSZ/tBto=,2BuuyuXjQq9J52mgLP7Y9p8hWbExRMnpLeHo6we8GjKNpjVUZfmY1vKUWxyJUb3fNxz5SCRrYJYNWq6Uok2peZBo\', \'ids\': \'163\'}\nWriting record for Chintan Trivedi\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave23i56eNqQx7UGf4R5Cp6whMST6e9LGK96SGmeVtUXeD3U for Chintan Trivedi\n{\'res\': \'ok\', \'target\': 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Leon Zhou\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavem3zUDmYscSE2p1PRfUwWAB4ec5v3LuLXDETmQZq91co1\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,TpgK7sVdTbNZzcePBlmAFL1ShXdbB6oNhDpAiC1SznU=,td7mg6PXE8VoRizZcbyeQJddqsgavaaaJtsMUw6sTHPJmKe5RbVeAQhiNmKYRPaZbEMuJboVtqmHTaxybWsySmC\', \'ids\': \'166\'}\nWriting record for Dr. GP Pulipaka\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefJHY7kHgG9cPmv6Kt1GBu7XnB71jBxCbrZvxoWPe3Exa\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,GogdGjUYiEL+YIRGh+/VupxgODPK6CQCLAr3sR4YH/4=,5d3ff3CBockuXH81pCmAokuqnP5SGVUVfjgQeDcKmECGoiVd9aL6KJLE61Ej4MCiiQQrAQ8u8CzLu9Qnp5jCc3Sg\', \'ids\': \'167\'}\nWriting record for Erick Muzart Fonseca dos Santos\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavehgKrz5jmXKLLxQJSsJSAUCVV1hkHL1cXJt6m4D1Vz1zV for Erick Muzart Fonseca dos Santos\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavehgKrz5jmXKLLxQJSsJSAUCVV1hkHL1cXJt6m4D1Vz1zV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,d8RzFq1ILVJtc2XF3GEACkIfQcEoWtOY2z8AUnGGDJg=,2FDw2zeo7RWHxUfuEWfBJu3jpQWxvVMpPMpgySgeB5N6n4D1Pv96DEaMZTebjibHzYEmZ2Fsi1oAY5BtMN37hMh5\', \'ids\': \'168\'}\nWriting record for Chris Kalahiki\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveigT5ZLKaLdBbFRLNQ536NtDj97WPoMGyKjcJVKNDdGRx for Chris Kalahiki\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveigT5ZLKaLdBbFRLNQ536NtDj97WPoMGyKjcJVKNDdGRx\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'organization\': \'weavedemo\', \'account\': \'weave2BEbhqFoJmvhsAhniXVChxzBUeG2emHD2aXdHoVWjveh7\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,FEy2GXlFhi8A0jgtZftrhcaebA54wOxhc/IHWDviZ8Q=,mEVHjt8NKtx9p7pqybiFxVAHhPo14MEgDoudvK9mpys1JV9HwxYBbZihdPHRoqxup5d4WkZeBuSVAFAGvZp5n2p\', \'ids\': \'181\'}\nWriting record for Milo Spencer-Harper\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavemC6X9c5CrsZkU91XLbh2fnfueGrKZc8cfXhzbphSi8uH\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,tsJag46dFyvCM8xFuZkiZrodDHyeq0/Ca7ibpibX9vw=,5yQvTMy8U9r3EJC8xt1LKUx3MnFcJaVUJ8GbAAgV4asAh88wkv2piwXoeDfiCKAi1T93c58aCKDfrwY1WrinTUXo\', \'ids\': \'182\'}\nWriting record for Christian Hernandez\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavevucDPnpf5XQmTvi2GHLrfkfSsqfFzytVbXu7PcSpc1f4 for Christian Hernandez\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevucDPnpf5XQmTvi2GHLrfkfSsqfFzytVbXu7PcSpc1f4\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,g3qsO85AHYoJazmm/QWWCcxy9HraEIYIxVCZVyykeO8=,3LLLqD8vg4chNfAVSvuYhqpPuaUFUYfKspy6Yu3MRvu2gB6SnXfodpEK2cD45y3iidLqRRGkTceeFrX2yQMomw7S\', \'ids\': \'183\'}\nWriting record for Venture Scanner\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavedHXGEpYq9zfqVyiwzX6GPMVhkZuhEAxBmFhMjzhhfkoH for Venture Scanner\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavedHXGEpYq9zfqVyiwzX6GPMVhkZuhEAxBmFhMjzhhfkoH\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'organization\': \'weavedemo\', \'account\': \'weavemQ83gdkjq27b1HTv8m4mj2fRB32HP6T1GYWePAsPg99E\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,lrM+ikKe24tzoMNdcnd/TdoF2ENkCDpwir/IeUumBc0=,2Nt29NZVkqJX6SnBph5kXrHBbFPmEbajy2c5tcSyWf6RvZQC2Qv3TXv9tMchnQsqCPbv767WiuZam5fJmhCKbMub\', \'ids\': \'190\'}\nWriting record for Andrej Karpathy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2AJvcy86CZgw3hdwnoXahQuVko8VXPMTpm7VwU7Zpoxhx\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,3+m6OcmK92/HTUSplcTElizSY9oJ7woyxCjfJ6Hm32Q=,2DNwLrx47n8TFHVmVYtnF2nsrQvUwjmcC25KwKm9xZgSzhih9JYzSiXShh2sMPDw7GihRV8nbLarTJ4QpDj9niTR\', \'ids\': \'191\'}\nWriting record for Erik Hallström\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveqeDXhRVJwtzvmHLdtWur4i599kSMkBYeTxWYkyRHdkEr for Erik Hallström\n{\'res\': 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\'organization\': \'weavedemo\', \'account\': \'weavedFL29ooZtwQG1ErgJrRpzigVbZMrLoXA58arW2Tw8YnS\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,1ics+scyR942AxFNj49tpsbOt/qD2bVmHcQTeYcaNjc=,2AGkeL3LhxBygtzoAgijp385vnXUJYWnm8fndznsamDDBsNV8b6pFhLc3wQ6TihvTRaH9vkBC7xfedJeV9BXA6uA\', \'ids\': \'194\'}\nWriting record for Alexandr Honchar\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave25dWGtpRM3txtG1xt5XfPVYFApU4J2CRPRyPoiZFoDW3H for Alexandr Honchar\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave25dWGtpRM3txtG1xt5XfPVYFApU4J2CRPRyPoiZFoDW3H\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,BSVLaPK3ShDba3TT2MTOSFrSwTe2zeIkUiFGkwsfGHo=,TCkfQGaXRSqaWw5hSmsLb1y9p7d4rtRmhCBaPEYqrER1Zp56YFfu6qQVHP46tAJ1NCpdf4xzDJkK4jUSJctKbf6\', \'ids\': \'195\'}\nWriting record for Arthur Juliani\n{\'res\': 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\'weavedemo\', \'account\': \'weaveiRAqixNQ6m9pa5jGYAATnGriDenB6Aahi5XCuGjp67Eo\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,1/TFZOsXTYG2wdGOphdgDg+lPI0S2zv9Ww9EH1wWIS0=,47yViQf5VDtRMdwewqYvEXYQbYDjmvScCdCR2w2YrNprkKkzsqhAR4DfiDsgtyKhXV15QY6CdiPzSNRWcH4Jj8A8\', \'ids\': \'198\'}\nWriting record for Dhruv Parthasarathy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaven4oGoFxRccnvaCzqY7RQhuZdhSs1ZA9By3fFft2QGvzu\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,WorZ7gWkasu9+EeWXsZ/GMA6xjfxZLuxK/ZpYzszsHc=,5aSbgJdNRMpC417ydmjVfQYay8SADgQ9ftssWsU71h8V7sxJQ7JpQqDAjto6A3tTFvrSVpdqtdf4sruE86peoE3W\', \'ids\': \'199\'}\nWriting record for Sebastian Heinz\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave22zZtvUz3DRVDLcaBkA7mCwgE62HxY895N4rLfVsq56fP\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,xb58KZsWv1LiX/Xc7AesWxlmVcTxBIAa07DOcVi9gf4=,wv93GpRJA7oyosShcWD6gywniLNYn5EAzvo1PbH7uSC9SbToF1o6eLgdTAbE5ctT5PWdnWk8eaZE4KLt6vecajs\', \'ids\': \'200\'}\nWriting record for Max Pechyonkin\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave22pdghXa46iy1DQdJAz92d5Tzx1wS3KneCJyo6fiA7FTQ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,rr9Htn1ZPlQ1f4PysJNQfD040kxz/FijcF/5qESrYr4=,ZgzKu8vzJ6hWz6bqS7rmftEfQXtN9SzHE8uHy9guMjnWUmFtUHTaA7oAcM4uqDi9NTn6j8XHqsv7Sr7yShmeA9d\', \'ids\': \'201\'}\nWriting record for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Ym6+x/fd7KXtxttLrZYWbdZ9plckwx8CglxQFOZKuYQ=,2hwSa1FkX68idy6udP7rmWXwo5W6jpTwRtYyFKXVkzY7irQKNWSYEfbxa91qwPvZPj2yLNMq1oVt3igf8tTcMriF\', \'ids\': \'202\'}\nWriting record for Stefan Kojouharov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefKjV59wbQoUWdfp2BtH9JdhkeHoAyDgZS7ERk8kWUWyA\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,9Ji0dRXJZkJg9YokrIq+UujPRe0jZM/o/Af9yEUA7jk=,62K4SXNmUgYWCSoMByqrjEYMaqre9koheXRsN5VnifhSJeMWd1DSnCs775DGs26Rsn9F2ZTKtaLwwFuZ65UsBvRS\', \'ids\': \'203\'}\nWriting record for Vishal Maini\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave28KtG4u3HdMjyBKkiv4rQjDwx1mr19E92BZgxYvYEwncM\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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{\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveh9JzMvaA1djtsoXprS9NeYidkqwxJCh2vSTiWFEi9Naq\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,MZP+zfOoeCfHtVcbtZEG6FZBJtbPL9WEE4+OHdcGwrg=,51ri94kr6rYLL3sE6ALcmRBcTN8zBaLX9r5umCpjKDAxQ31UpzG58wkdt2ik5j2ffNuhEyWSdhuiCXLUPizS5pLE\', \'ids\': \'212\'}\nWriting record for Gabriel Aldamiz...\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavenDgagjbwCDfQ3rQ8B3HCt7EjDEcWtqUTugD7KsLyjwR9 for Gabriel Aldamiz...\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavenDgagjbwCDfQ3rQ8B3HCt7EjDEcWtqUTugD7KsLyjwR9\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,6Q//3jc5ibmG0aEc51N6ocwgF4y0y0jzfG/gRAUd5Nw=,cJPU4RDgJ9vFJJQFopwXf9kvgZJaER7AJkfL9KQVAGLkQAs3gjJZwEezY8PfiKWL8GXvWy5Tw69v9dGhqcgrdzQ\', \'ids\': \'213\'}\nWriting record for Sarthak Jain\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavexNBJK7CwQhjRGHPf2Mcsd4az5gAH16YJFQ8wCBVkX8Re for Sarthak Jain\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexNBJK7CwQhjRGHPf2Mcsd4az5gAH16YJFQ8wCBVkX8Re\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,smpoWEZe9So4XPN9UCe8+wvQY27vdU5ruwzU5Bomrgs=,3e5JJcMjKS47fpY5EkHD2WcE7QEcm6gkpKanLwBkEVHebF1d7T4BASaUyAYN6RhKksFVC7C8KLYZQFUBNHoqHwCu\', \'ids\': \'214\'}\nWriting record for Emil Wallner\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavek1WcjV4cvTewhjZWurTsgRXSmHjgAomkpf5TUJA8WMYu for Emil Wallner\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavek1WcjV4cvTewhjZWurTsgRXSmHjgAomkpf5TUJA8WMYu\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,IJytYblQkgTiZSaIK5V2XMYysiknxWHlzyyYHdNYd8Y=,5JJciswenGnQhk4igD4f6EZhKA6qjtEz24EqUoNgsLcQh3SThmNHezzLbdZY1a3L3rZPJAgXaqWqvB5zL17cmiDu\', \'ids\': \'215\'}\nWriting record for Gant Laborde\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveiWV2dK7p3AHhBkwMBjPqpM6vVM78D62HdUUBYxmMzdKb\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,TdFaHlnplmxlfOn6QEDPQdtx9gNQfvkFqB4NaXGR7ks=,59T59Lvubs3Ucq8Rtimu2wfrik2fKhbAXegjtVMqSPfTqg5JP8Job6eF7FDn9LD6FrtHqk7Tjz8aEnBThYsYwhEG\', \'ids\': \'216\'}\nWriting record for James JD Sutton\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaven4NJPnGkv279TaLfxBAm9QPkkekHAxDnpLQuLsG5JX1w for James JD Sutton\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaven4NJPnGkv279TaLfxBAm9QPkkekHAxDnpLQuLsG5JX1w\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,JGjq614zBbh90mwjA0YVHiLw/ZsKEv1zQaz4Qku0B90=,jKGSjBWBAoDnLuKX7wTXeC7xrFLJX9WfCvNHsQy7RhKgg6sGfRrcQHJHa2yJitTCSozR9FGr1T3VPz2w6oFBbDW\', \'ids\': \'217\'}\nWriting record for Justin Lee\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveyHb6WF1WBk5ZMQpMm1eG9uugi4MXnSgoAetTARcR9izE\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,CWRnsA4YfzFGmoqvWUMWp4K179odkAGjwOMj0Gma6Ck=,49cqiEHBg9tG4Zw89KwhDQstEQPT98WcMNPMD9A1ajfSpGH3hjytf91jsr42mZR4d1PXbG17ZeJqt9oFo2f61QLg\', \'ids\': \'218\'}\nWriting record for Kai Stinchcombe\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveqj4CCk3YwxrXiGRL8htNuJkx9m2ihNWXu89QKrw5Wkd5 for Kai Stinchcombe\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveqj4CCk3YwxrXiGRL8htNuJkx9m2ihNWXu89QKrw5Wkd5\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,wNo0O9qM7eSQK1tMJarWqGdJU5WpBC5ik0WUSaxXNdg=,3bssdCJFGw2iW1DkzcdzH5gxJF63jdCUj723TcAuvjjeqfkSwDh6pC5DGaJzypvbGKAzfiXYXXd52uZTgVkchNFP\', \'ids\': \'219\'}\nWriting record for savedroid ICO\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavezcDwigwgTRRn97YRX7AcXSF3tRaM4poeMqUqSzVsv7go for savedroid ICO\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavezcDwigwgTRRn97YRX7AcXSF3tRaM4poeMqUqSzVsv7go\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,37pm1xkVBJL4uGRU27JBkkMjFUAhvdcyb62hTRL6IEw=,pjd5UvG16ePjjmrwyw9UKynY7CrSzXiUiuYFPr1kvXu6uCqmxi2hqYQEQyNLJMGvtUYUDrmZju72ShAcW7Dy85h\', \'ids\': \'220\'}\nWriting record for Brandon Morelli\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveg2tZnZxXAqJrPscmJHNzRygPwsJ4ndgUXqxmTfUroeXT for Brandon Morelli\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveg2tZnZxXAqJrPscmJHNzRygPwsJ4ndgUXqxmTfUroeXT\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,91aNoiP0p56m9NVIZ52BnfS48vKH/QKYsKUisIg8X04=,2f36gkKJbyVasiqtffqWnnebggcX4Ukm3hS6kFLLnnTYWjzTwVFComGpn9Gx5kuAGRsKJXmqb591xoGh3ZV1MhyX\', \'ids\': \'221\'}\nWriting record for Sarthak Jain\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexNBJK7CwQhjRGHPf2Mcsd4az5gAH16YJFQ8wCBVkX8Re\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,CCmZTNaYF9lXGmrsdHzBElwSdy+Ko2NhWkivxvNVs2M=,4BC7bD7HBirGTFKrTaz3Xg63ybhr7LeeydykFDSvCYvjT6rpjjkKTuw8YdPeJMZeQCBPFvtoWoJDr3mjY3HGvs4U\', \'ids\': \'222\'}\nWriting record for Dr. GP Pulipaka\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefJHY7kHgG9cPmv6Kt1GBu7XnB71jBxCbrZvxoWPe3Exa\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,ghftrfs+EpolRAYQAqqdoNGTbBRiXjH7HERIf2CbQPA=,2XTWiYoJ4HteweUoFTZmHxzEsxBxwhTpkpKKVK4G5vEx4Zrp9gJEKUEjGkxEdwCzwFopXaKm3uKXgLaaUyNJwSsD\', \'ids\': \'223\'}\nWriting record for Gabriel Jiménez\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave2BUHDoC27o6bHRWtEgCFYz7czfbyf5rGtcLBWUcq9Tr9L for Gabriel Jiménez\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2BUHDoC27o6bHRWtEgCFYz7czfbyf5rGtcLBWUcq9Tr9L\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,QgHnoD7QIuDqI2x4DBkUtgvm35YCPQrBePtaBxwKaTs=,64WvE7HFt3BJ9rm8h7Fm5DNpTGNeXUJYv5anQXWmD8pWwVFM2okxUQHq2FP6oQyxzPzYorCiEdvZNgTwbRsLw1mv\', \'ids\': \'224\'}\nWriting record for Kai Stinchcombe\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveqj4CCk3YwxrXiGRL8htNuJkx9m2ihNWXu89QKrw5Wkd5\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,uZCiX6efpXXjNqfrran5cuCnNRPfOGjsdYkqF8zusNw=,3gitVrCxhdsBbvgneJpU73FyJrYYnTdvSjhnmaSjg7NnLm1vDurmuETeMymgYuWutA4z5bTxUyvjUEa9AxAUuz6s\', \'ids\': \'225\'}\nWriting record for Dhruv Parthasarathy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaven4oGoFxRccnvaCzqY7RQhuZdhSs1ZA9By3fFft2QGvzu\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,u73xwjnv1IXor2b+Hs2k5qk2TkW6rsX4e+H/fqjkCco=,5EFSsx2rtqdnXBHP1rb5SBZKueLQFRg428vV6V6CeqscNT7rzk1mGv9cVgzkqtbmBTeWbmR55VfmHBQUJeLNkHhH\', \'ids\': \'226\'}\nWriting record for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,8DW060E/9FOPwMMMcUJPG8+/k9zd9QqNOcbgw20iEJ8=,5cb2S2QVnDGHELyNuBWwKVsPqvY2T22dcZpS3gHKMHnoSavqJK1qswaik86WLvGUSiuCKYq6ZiyaCUNc8YWcHYeu\', \'ids\': \'227\'}\nWriting record for Tyler Elliot Bettilyon\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveq2yJtqYPE6afHfBkXUxVssB91ZwGuevU6iERvnimvZiT for Tyler Elliot Bettilyon\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveq2yJtqYPE6afHfBkXUxVssB91ZwGuevU6iERvnimvZiT\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Ozf+jCxCt1whzyf2pZ0HdDFg2s3ZTPwf/FvmdZabgf0=,4ZWeBRvNNBrHvQDCaFrSoVJ7d8RkY9SGFZ1g3tgxMKMgnAD39AfjERcZdQcny66RpmwBeN7fkpM5hiWiPFzG2RBj\', \'ids\': \'228\'}\nWriting record for Blaise Aguera y Arcas\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave25FmmS1C3HkoQEe4scEiy4cEC4hzmQ6AXbRWcDZUuBtC9\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,KlfEPV/B0MFCE12WDnH5hf5Fo3VXwgiAwhJ8DR3qJl8=,2crBXvGnKhAMmCanMjQGoddFizUeNjuKhaRP7QNsGzqqPpUQ73kK4Aga44cZgNe9Xm1DnGuwtdd1hijf48ayN6tc\', \'ids\': \'229\'}\nWriting record for Arvind N\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavequm9hcVc4VVnZ7ic9mB9TwepoxNYodXw4FxbdoGhex2m\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,IsuQj+6T4ByhTgVFGROmW8Cvg12AO59CBh3LBV2/D9o=,4te6UgUgNgkiL7potVaK9EKvt1mMxgAd8EynnBdkf7CnMnDZaxpx88G2eJLURx6R4oyvBabh1qgpGHhXMZgxK7xP\', \'ids\': \'230\'}\nWriting record for Berit Anderson\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave22ETeUTydGzGLLsdW3dp3qZ4nbz5HvLwePwpD3YUPJiJD for Berit Anderson\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave22ETeUTydGzGLLsdW3dp3qZ4nbz5HvLwePwpD3YUPJiJD\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,V+7E90rrpGBf0HXzKyLQQ7hK3wfNE++SvBLEkOgLi+E=,4pife5gM9Nh37koAoCQd4qUF1JccBZFDYy1WkbrZKWHvbQJvKTjnmrVXSxuCfmLQqpcfzhPVWjXmpDgiemvhqYmU\', \'ids\': \'231\'}\nWriting record for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,DF7/WrxqDapQAqJxvbB/C5wgz65NcqvuW6fQ90qBWWQ=,2jHgjcf8kZZgCHEwXcAHNd85HQmM3wXmcwhS5W8hwY8iscVQem1GEHhfWpG7xyxuQ33czaC7KswV5B4vczBmC4Em\', \'ids\': \'232\'}\nWriting record for Sirui Li\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave2AJG3ZzxHh7sAXHeikHrdacxR7wrSE3JenZZxK4wBpSKR for Sirui Li\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2AJG3ZzxHh7sAXHeikHrdacxR7wrSE3JenZZxK4wBpSKR\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,KXRGuJ69wMkiFdT/9j2qJl2YszsP541EkemkqlKsODc=,4FvMtRpcBaxskYRkzDjzjUnDxWi7fKiSNiZJ7xwQy9DC4dM1wnVqDAh32p1y2yHQpcjEY42DkexLxg3JZQmMGNQB\', \'ids\': \'233\'}\nWriting record for Theo\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavebkWwnxF9FsBwcYntnj2EPdBW9rxhUb76J3nygWtTWoGF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,x4JJRrPUql5Zflps9GU1o7SxE4kg7Elz0C4oSvJH+lQ=,3r68XRu5bVAK3f2FjiffhdNdY97xNBK9UShcdarZE5PW3xbBE5uerNCdtqQ1FTy25mRHC1BSUtY69UQtuCyJWALd\', \'ids\': \'234\'}\nWriting record for Diana Filippova\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavenLYu9HDJy2GnJX7NpqjXEZx3XeaVQvcspdVZXkKWpP7p for Diana Filippova\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavenLYu9HDJy2GnJX7NpqjXEZx3XeaVQvcspdVZXkKWpP7p\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,YaOV7K1l4OtLuTCuE7VTHn2h6h83zxatWnJCa6ASsXQ=,3cQYtyWpVTyeu9gx4ApMud6CWmtmHrtQG8svB9Y9tuY1wsH8tCi9oK3qqA1rqZWfQB5hjpd3KXNGecKBqk13wy91\', \'ids\': \'235\'}\nWriting record for Peter Sweeney\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveegnFJx1up11tZe16WjDnVRq4EwdRMKuA4BizwdsUoUjW for Peter Sweeney\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveegnFJx1up11tZe16WjDnVRq4EwdRMKuA4BizwdsUoUjW\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,qcWWy5UAGsj6u7ljosIHL5SSKC1v9px21duimdsHeyM=,3msLgSRy36XNEQChRbY8o2qVfREhyShkVeJd1avfWrkHpn1pMF5X46WHuPWHnTkdSJRtLmSZXsqSs52orgCPHKxH\', \'ids\': \'236\'}\nWriting record for E.C. McCarthy\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavexa9NWpkxThWocbnHTbNfqPCW2rHucCVQmRXBWxo36hhQ for E.C. McCarthy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexa9NWpkxThWocbnHTbNfqPCW2rHucCVQmRXBWxo36hhQ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,7xIbRhQTLb0yD4stPStVKPaoDGPPJy6OUwtegbQfxjk=,5Ga5xVvQ8htThqcBYreF6SskxHZidbRb6B5c5jzVBHbHoqGNDd923N1eP8RPS5vqSCHuHu44gpw9v63pPtkE2oc7\', \'ids\': \'237\'}\nWriting record for Jorge Camacho\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave21GCC5E9stevvKqaXaTNRx7R7AVSnFMXN1m5TVzcZwxPf for Jorge Camacho\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave21GCC5E9stevvKqaXaTNRx7R7AVSnFMXN1m5TVzcZwxPf\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Mr8bwxAkre6DizghCfFUS7fdnH284dwGD0GDa8ujn4A=,3KEDAR9JU6ePD27pFqkCLeHkhP36dz33N5Nn3h7gQ8LLKNgGGn2AtpLsiEwrfEkpVzZDSdgq9EAF5rauYHNTTD5S\', \'ids\': \'240\'}\nWriting record for Matt O\'Leary\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveqBoMYrbXKtmgpk7obJ2XQKWimtoC3b1ps971CNdmyC4p\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,5m4sbps0avaV6Ywy+Mxiwa2470hAVF/E7eg5H1qfaOg=,5xwnkTMnJTvLadyiFXUsZCoF2Y2Z4bLawai8oFKki6KuCWRi8dqJB2XYkL7y9HNwNUYyNwMEoWKekBp8P5q8XcmA\', \'ids\': \'241\'}\nWriting record for Tim O\'Reilly\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave25STMXr7wxbrHEo7sshTmPhpWwyvamWMKSdHm2iF97WsJ for Tim O\'Reilly\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave25STMXr7wxbrHEo7sshTmPhpWwyvamWMKSdHm2iF97WsJ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,XPHsic3h7lMx6d8cjqqGIQ+3yYrl+B1wmNs0Nfrt/TI=,63NBR7cUC1YEN8TAoxdsDFyDx3L6JKrxg37uzLgfN669o7HHE4eyHSeTd7wYxagC3m6x62ENDC7xo95BeAStgQzs\', \'ids\': \'242\'}\nWriting record for James Cooper\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveqxCD65SCe1V2QnuNNdm2LC9dBETrfJw2B79Mtj81Cb9D for James Cooper\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveqxCD65SCe1V2QnuNNdm2LC9dBETrfJw2B79Mtj81Cb9D\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,3zP2gHX+txumGP4Ksd21UlNOW6VTVKCuDEh5AxoiazA=,2Vv2VY8pzt97XSNwebUUojgwPD5YbZmEGSMaQcZhd4tCFajfoqWwa38McfwKuyM73KwY31z9CFZ9ibDv1jjAL8k3\', \'ids\': \'243\'}\nWriting record for Joel Leeman\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavexNGiAo8PfCYJn6CsRebVknCMgimjZRSWuntqbs2y8m7k for Joel Leeman\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexNGiAo8PfCYJn6CsRebVknCMgimjZRSWuntqbs2y8m7k\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,/cTX8ELq7RqR9A2DsXKQ2blrz8B4WOnq8o1ZchvGdTY=,3MbrJdkCqKVZRZrsq9PqyvXC2zq9AWueVWNCeLHcgCfecXjF1bVg2SwVvUQvN86ktfFGCBXAgrxQ37SUAQ4BdVHH\', \'ids\': \'244\'}\nWriting record for Scott Smith\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavevHPpKT5CBM5pCtUAwHqh4E8KvyA4ccynfypkM68Cy7hb for Scott Smith\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavevHPpKT5CBM5pCtUAwHqh4E8KvyA4ccynfypkM68Cy7hb\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,ZECyTUjZWuZOjlEf6l0pxG707hKKZwyx37Risx+RJAI=,3QotEdSeiBoKVEXgmQyo1aPRB2PU5eRUWo7956S8TYgvsHYqRKpH2GER46sMecSyTgyq7jyTrNG61mZTX8VVBW74\', \'ids\': \'245\'}\nWriting record for iDanScott\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave221jAcb6vUZe94jZTMfD3hMJDJ96uUDnXz9j75pidfNuN for iDanScott\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave221jAcb6vUZe94jZTMfD3hMJDJ96uUDnXz9j75pidfNuN\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Z/6YkVX2O1ARrD4RDOdjZW8agkLJVzMki/c2IE6d/9o=,4VYzGmcY2K2G1c27MkDdsTZ2QZ1JbQaxPKfuwFzamzdH2qAb3sKaHJ1AXHshf9tRVfbdVZnH9DRfbV1X2UyF5ELX\', \'ids\': \'246\'}\nWriting record for Josh\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave2A7P85zScCTD4fAwL8iH7qktH5TjQYPtd4ZrDfbkFZtR5 for Josh\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2A7P85zScCTD4fAwL8iH7qktH5TjQYPtd4ZrDfbkFZtR5\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,6JQfJOoI6Mm693XPiZrhncedPbIp0XAU9xlVpYa/4RY=,2mUhzGdHCWDV5WTrnZVVuQBPXgbJJ5BZP2R4pRFD4hnGikZyF1gfTj7ThbfXWc6ecJTKUX2WHcJzzXojuaU46E5m\', \'ids\': \'247\'}\nWriting record for paulson\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaverL9dAr8JYY3o24AN8Nw2zFXC6xxVGnVjJzuWRHop8ZLF for paulson\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaverL9dAr8JYY3o24AN8Nw2zFXC6xxVGnVjJzuWRHop8ZLF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,9GyR3Z5ffq0Q5Fu4tZivnOHqsN3gA3vKAkAduaevzq8=,56QAzL2szW3jnxqeVGbr84G15HLpmYddGerbznNGNxLsa6ffU2SKEFAHA2H4LeNEF6NDEDGtSA364A7TFrkHTsXC\', \'ids\': \'248\'}\nWriting record for Christopher Wolf Nordlinger\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavexJqJhZ5xrybA6hZ9GSPFzSKyzJFXSpJjE1TmmfBibQCz for Christopher Wolf Nordlinger\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexJqJhZ5xrybA6hZ9GSPFzSKyzJFXSpJjE1TmmfBibQCz\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,nsA4WmvVNuZB4rZa2PK51cmSgXEqYZVTYHr8DTkOaq0=,4U56BCoJDWePtNLPk86qugea6oHpEWKGw9Gjp3jNzx4utZngE1ojo2cKstn1HXwAGquqGYPs7s8gBcXSt4TFJGNe\', \'ids\': \'249\'}\nWriting record for Louis Rosenfeld\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavephpFaJQEVXe495aViS2xgGoEREA6BATyCTeTauaQW4CL for Louis Rosenfeld\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavephpFaJQEVXe495aViS2xgGoEREA6BATyCTeTauaQW4CL\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,e5YB655y9QJ4DdG+kIXa8r2aOWycb3HwqMsJqwDcdSE=,4pPXovTuY64Z2yRwjeQzSMs5A5v4RFQGj2wkyTnb2AnjNHcb9hY7R5HyxQEkRibazGEBwJyuD4q9RNHmTDwrukh4\', \'ids\': \'250\'}\nWriting record for Matt Harvey\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavegeWkSkgzonRG39z2U1tzvYdUWCusxA3mSWV1nuXq5Kxu for Matt Harvey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavegeWkSkgzonRG39z2U1tzvYdUWCusxA3mSWV1nuXq5Kxu\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,OXQ7GLuDbVUpG02dp/S9WI3gyd1Vj97nhB2kIPkuICs=,3e56YYsrsmY43tWjJr9B9hmNyhSDju2P3vLZJdwpEnxydZCg1Em6dTYENTEfDhcpB9j2qTgiEABy4GPJTGcjPvq5\', \'ids\': \'251\'}\nWriting record for Vivek Yadav\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveuVv4YmEidAwpsJFbzV1ctj7ng3E8nZWaUwU129jmrnpp for Vivek Yadav\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveuVv4YmEidAwpsJFbzV1ctj7ng3E8nZWaUwU129jmrnpp\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,I/KTjDCkGc7pTnHZaMSv9TLuLHpxDP67w1FtzaEwfVE=,378T55KYthUcR5W4hcx4DxmyWKTMMGdcd4e2iGVkqy1Gud3tdybR4Aqh6KmhjKPayNiwPBdZf6VDU7SPsYWtgoQv\', \'ids\': \'252\'}\nWriting record for Carlos Beltran\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavezek5AzGLAGxqL45VnPtvAAUDZtMMVRfokYHdEaQXVkXh for Carlos Beltran\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavezek5AzGLAGxqL45VnPtvAAUDZtMMVRfokYHdEaQXVkXh\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,23sHTMuRQmg2NA6KWCoZJnDrV+ZmXF5hIq2wjnniI0w=,3gbh9nK5sG7FmFxbdGQnpKLSiAQUK6oRJ96ahMmSmyZAKujNhdUgdC9WbKCAHHzday1V63fd5dViwcx34KiqSe2P\', \'ids\': \'253\'}\nWriting record for Matt Harvey\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavegeWkSkgzonRG39z2U1tzvYdUWCusxA3mSWV1nuXq5Kxu\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,d55mWR26joyzTH9Whgadji+9XVpOCSWMQllerDcaVpE=,pbfjqAm6vUJwPeaSWtZqCdYs17DGJtnPupGkAnwRodNjdXPpfGEM35vm7RFLtpW8DDYLJ5krCAfV1qTsQFZVGmM\', \'ids\': \'254\'}\nWriting record for Oxford University\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave28aw7u5ot8vZF55XdsKyF7MugRfau5twbeyiiMQ6KHtXy for Oxford University\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave28aw7u5ot8vZF55XdsKyF7MugRfau5twbeyiiMQ6KHtXy\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,4hZuYVkPlVhkRA6XTnkVUlTzumfE3Y+SgtPS7VBNAwQ=,44hs8hqsEznZ3cXZ2jseaSXfYBuUgZ55ZoruJ44fdehttuzyTCixB4n4fFu6XVaKsZAxtt4Y5k5wWDaW8z1ui8Mc\', \'ids\': \'255\'}\nWriting record for Maciej Lipiec\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavewZ8gzMnajEiXo31RvpcPgH6uZCX9RCha5cXqRAXtnNbZ for Maciej Lipiec\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavewZ8gzMnajEiXo31RvpcPgH6uZCX9RCha5cXqRAXtnNbZ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,rl357x6UybRtmE8JQ/QLc6RdhhnXAxCrNAoRjemlvsI=,45FbEXDjDTUfe1rENZ2FQEjvc3Y4JXNzXuvx9BZwpHqVZYAwrfGpFujdSSDjuskq2VqMGLZZ6yg2bgkxTxiS4pcP\', \'ids\': \'256\'}\nWriting record for Camron Godbout\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave23vzTG37CTDnoA95yqxn7xCgBPxk2omnVzna8RtHQvwoc for Camron Godbout\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave23vzTG37CTDnoA95yqxn7xCgBPxk2omnVzna8RtHQvwoc\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'organization\': \'weavedemo\', \'account\': \'weavekBhRer8cCaY8XsKxkg2vuVJcx44rDBrzVv9bvPAVz3u7\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,frN1VasDtNzPATCRvq5dRtApBb/eDgxbyDom5v4IXwk=,n2cdb3gwCZNjxQdU4MXQyUKKykecpGzuus929Ls2Q1weWxEsjcmDaHs1rTG17PmSvjeV64YhXEA5C2D1UUE2xWd\', \'ids\': \'259\'}\nWriting record for Dhruv Parthasarathy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaven4oGoFxRccnvaCzqY7RQhuZdhSs1ZA9By3fFft2QGvzu\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,HjJ7cJcpO+cw8a5Hl7M33LN6oU1jcLcpLxpJZkdNW2c=,3B96SRJEqkYKpruzvwpVuTiUKjwu3cdGYBY5qfJyZ4f4WbmriMiXr2Bg1e3cHvLJzCg6LZfZtJm2D9z1FSsoUL8i\', \'ids\': \'260\'}\nWriting record for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,briujeSMWo8jejpOCita/AOAfu0oaqF5KlTj1+OvMdw=,4jTHBMheGwMb7pCW8fYgKZNEXfVjzf6Fhg74QvzYykpVgdw2fGnscQEUZeBAvoZRBxLZBy4cVK2rUCoY8BEatJGM\', \'ids\': \'261\'}\nWriting record for Tyler Elliot Bettilyon\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveq2yJtqYPE6afHfBkXUxVssB91ZwGuevU6iERvnimvZiT\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,3htiKGYVVNQGYxSK6CWTyN5kEI1e3HE/k24sGDqEjXk=,32KpEjBnUnDrBaGvPYoNLvRo1afchUy51oX2ZsSrwRPXnqzDYLFWB3hX1nFQSRS8KNsrmNJ6vzjBdpPFPqUe2XeP\', \'ids\': \'262\'}\nWriting record for Arvind N\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavequm9hcVc4VVnZ7ic9mB9TwepoxNYodXw4FxbdoGhex2m\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,EL3f/dIkDnwsAtyNxKuQ/zNEM7SqdZNHeKBPyY80/44=,4DDCwJXo8ugeFjMCFqNHPzCiVYNPFZcc3TtutRkoNcpiqtp7awhPLukTW6Wnr4p5oGhtyCcTLpLGxMdfEv3wfEXW\', \'ids\': \'263\'}\nWriting record for Berit Anderson\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave22ETeUTydGzGLLsdW3dp3qZ4nbz5HvLwePwpD3YUPJiJD\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,+KGqn3KGAKSu4AodaKa2sbZcrIknnE6KAMIYeDOsd6A=,5n3NVRYZtNtegJ5H1CKUZscNC2oLGsA7rvrXGua7DH23zrsDWBLJxCXQ3FRw9nnNnWGaA58YUf6ssEwSFPQwwBXY\', \'ids\': \'264\'}\nWriting record for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'organization\': \'weavedemo\', \'account\': \'weave23hgHebZtEpJN7QrRjmTa6fKBBQzdi73HdZ6HyvCgS4j5\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,XFxKnKl4wL7td8uB9cHVh/Vhi1kCFixM41fAjt7BL3M=,2csTqCiXrKwtTRimF6NxmsAMyLzeDC2PMoPGN5QsgHW23ixeMRKeqWfCzkQMVZrEqwV4vX4dQVcybQasctjintSW\', \'ids\': \'267\'}\nWriting record for Maruti Techlabs\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave22gMBu6v5nmXdHx7i9VTHu1ouGmTkwobmhQpJFnXKSzRP for Maruti Techlabs\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave22gMBu6v5nmXdHx7i9VTHu1ouGmTkwobmhQpJFnXKSzRP\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Rwts77MaagmS31gYXK0SAUHYEHevEn2ECkkVOJstZUM=,2c63fzyxuAnhwaea5kDdS64dPyCTtuY88NQbKfoJWGePgMDUG3xDf2xG6etNQsF9Aw4PzWosoPBjLytuaoge9Ry6\', \'ids\': \'268\'}\nWriting record for Jerry Chen\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave26KKNhGwp5q86UZnmAip7uj7Krtox4qpX5znnf51eLsPj for Jerry Chen\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26KKNhGwp5q86UZnmAip7uj7Krtox4qpX5znnf51eLsPj\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Hk6Seyn0yiwRdZSrKxvCTGf944CtdUvUSn/aXMSO6W0=,p4Ub1voMCepnZLiG6iSLB64muz4FPFrNGzsL8XVAokwi3Kig4Mg7kutXrDkCp9BTo2rhvMF6uCEYW6EToUbr1Sw\', \'ids\': \'269\'}\nWriting record for Sarthak Jain\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexNBJK7CwQhjRGHPf2Mcsd4az5gAH16YJFQ8wCBVkX8Re\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,IF9z84a0nW40Bfts7sN4KGu9gLjvSmozVHqlJqJ0nDk=,3HrbtRXDdbYTzV9cwgKUUsGD3zMYhst7mKjdxjVxrKLKgZeSar9AhVBup3bftFtcWzZ3pFH16jUQphVqsnc4ayS9\', \'ids\': \'270\'}\nWriting record for Gaurav Oberoi\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave2BrmzbsdKuygoBfQKJPyuLaxMhersmKyFnDbgMfWyiAJw for Gaurav Oberoi\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2BrmzbsdKuygoBfQKJPyuLaxMhersmKyFnDbgMfWyiAJw\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,bfmEBhpcWB5e25riOMpTvbvJeXqHpRdJ43lX0bzqvP8=,29JQiee4eAtnDssFwA8v1qF8rJfJVQ4r2wLgpyVEQCefJwo4f7eR1wdP1LK95Wv5TH7SHSmJjAh4uZ9G9Luh9D2e\', \'ids\': \'271\'}\nWriting record for Nick Bourdakos\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveh7cJf8xyhtCwQXuQntwb98cCTkiQ5QLZmR1AihoQ99gr for Nick Bourdakos\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveh7cJf8xyhtCwQXuQntwb98cCTkiQ5QLZmR1AihoQ99gr\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,rtMlni0kumVdaaC5+P51JZOEeLUXLpzLpnvoiACZi2g=,2yh2mp78Uku2x4Hi8ixXp6GDhZ7n7yXdZhDEc3PnDMM473xh2UwSbCaYdGVJwKRG8uZkCxsfkfu6LWFrBCYKGwyc\', \'ids\': \'272\'}\nWriting record for Mark Johnson\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavedtja9GB8E7yByEtHSd9Z1XpTPmMfLfDuipzFHPzC9keD for Mark Johnson\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavedtja9GB8E7yByEtHSd9Z1XpTPmMfLfDuipzFHPzC9keD\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,uFjn4fCrHFL4vVKXFwxTSOHTpM4QV/zq7OADdpIdLXU=,5ExEWFbacVbwxwj7LVDVXoRAah4WSFfMWazqC28cKBfoV9YAb6F7qEj2eHi7LXzgjXgvqRnrqxnuFwhmiJoZy7Np\', \'ids\': \'273\'}\nWriting record for Justin Lee\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveyHb6WF1WBk5ZMQpMm1eG9uugi4MXnSgoAetTARcR9izE\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,BJtnA1lhlod5exN5yOHQe3hqdWTBCRtPMXgOq4RhU4k=,cNxDgUtnYEoynxh9YdC4PhibvPRvkZm91Pjo4bZ1BxPMVK2DAPhiDjDTbow8erwZeAgzcLcBkGaeDKezF4hgibN\', \'ids\': \'274\'}\nWriting record for Leigh Alexander\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavetY4ALxM2HAqTqrkJXszgCmv9BLD2BgKPfvPHYiVdxo1N for Leigh Alexander\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavetY4ALxM2HAqTqrkJXszgCmv9BLD2BgKPfvPHYiVdxo1N\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,HCROTeFh/HGXilyjFCgal6eHxnGwdqwWhjeY4fF/nUk=,62P6FB2jBd6ewyfWxULRAzN9ZAMnhuoq7H8KqydDBbR6WUGvn2kDCjQPyqHErUpkjiFKrxPBbRgveTN2FzH2X8YD\', \'ids\': \'275\'}\nWriting record for Daniel Simmons\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveyTJyuUJw7VW71peNmXiN8zzgP4NgzCuXdQbfe2d8NL33 for Daniel Simmons\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveyTJyuUJw7VW71peNmXiN8zzgP4NgzCuXdQbfe2d8NL33\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,X9NPUwBGUVK2RKFPzOwQrOG/wT6YN8ymz38kDMA2xcQ=,4Y6Bcsrp8Z3edm4HDDrdx7jTSKJdGfGbJAodKdN7RWV9DVuEbAknZ3opu79AzCmpUinz9Wk45gnper4yixSc8nxW\', \'ids\': \'276\'}\nWriting record for Logan Spears\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave2BgNHvVH1mgqUyrWE8pcMvHjkEnhqLoNZWjojhs8NK4XW for Logan Spears\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2BgNHvVH1mgqUyrWE8pcMvHjkEnhqLoNZWjojhs8NK4XW\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,75fXfQDiqaaQg0YQsjQuz5/NV7PS5CK7TEBhDHzrw9w=,65C5sHusH6m9mEooyJAvQAr13oqiBBWsb4KaJZMPc6GNY4qjZuK7qAnbmxxoMwD44hmGZopomtXmnHUcM4pe9iCP\', \'ids\': \'277\'}\nWriting record for James Le\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveksdiyEuknX381n4PU68M5MeGpLAWRWLGkGSawiz7Hf5Y\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,4l6MQCzyx7gzweBu6pZY359ro9D+Sx8+KDAal0pJsRM=,44hyMm9x2q9YfbjoCGKz3ZsnFikcGKvbgx7ZQ7URrJRaU1emJ6geADZWVpxgiEr2a2DEZF7p5cZ5xWjuWPRQMmrt\', \'ids\': \'278\'}\nWriting record for Sarthak Jain\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexNBJK7CwQhjRGHPf2Mcsd4az5gAH16YJFQ8wCBVkX8Re\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,UlzFRhCTBHFTYojXmafml7wHSpfhXQIba9uWJlthy0A=,613AmQNKAfos3UaJAqMgdBYUnGSrCpyKUWxQKmeURA9S4tv2kS3Lj9WzCZxCy3JtsoNRDHiYBmvdDXjkj97xMw9\', \'ids\': \'279\'}\nWriting record for Bharath Raj\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavenJdSgqcpeLqWJwMroo213xtxjGcmGW9mVJRgP2riA6pA for Bharath Raj\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavenJdSgqcpeLqWJwMroo213xtxjGcmGW9mVJRgP2riA6pA\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,5eSY1NbxMwfK7TQuWyIap+2JKO2VL9f8ctnnvB3w7fI=,5U63aE19cY8W9R9D1YwMtw73MnhxjeR3rsiXJNaJXMDsF7hErYSC1hpE1xKo1NKV6EHGM8BmuPgviwg11D2PoEmJ\', \'ids\': \'280\'}\nWriting record for Daniel Rothmann\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavefSrjk2u7WYwuJG47D9VE8uDmB3R6m5Xh5gKb2pTyp24K for Daniel Rothmann\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefSrjk2u7WYwuJG47D9VE8uDmB3R6m5Xh5gKb2pTyp24K\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,x//v2evpb2sQ+ljePiLSy3O5Vqv697yGeLnkgeu9TZw=,4Gp32CJEetvGLUQKVuyqgmKtGm6Dp5czRdeewMdSbeUbft96aCzLgmCypH7EtfWgpKEothVgZvmKc5BUjjdZv3Le\', \'ids\': \'281\'}\nWriting record for Amine Aoullay\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveqxVnyaMvM8RzRA7z8SUrUCh82bWyq2tS5uGfZNjMv6eF for Amine Aoullay\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveqxVnyaMvM8RzRA7z8SUrUCh82bWyq2tS5uGfZNjMv6eF\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,s8k/9p8IY3cfr+EdIkrEOuPMRwka5nPx9/2ugdTHbjM=,22RpnMXp1YvjMmZKm4Rohf7pMLG86M3jbWW4k3LRUauszPK6qSD4H7aooWfxdULZ5cKoTUEAGjzsg3VjdCrpHYbe\', \'ids\': \'282\'}\nWriting record for Jonathan Balaban\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavefTfneyuQW4WThhCoyfij5tYT2dKNmHdrMS2srzXF235W for Jonathan Balaban\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefTfneyuQW4WThhCoyfij5tYT2dKNmHdrMS2srzXF235W\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,65nVKDzlIj9UUKU7ucBKR4nDdtwi9k1P12Grco1/GBI=,5fpSzRw2pkKZd2zvRDKghYngwxaxHkvZLJE95N4bLKpjJUwFHYTq5hYqFtr3RARh4H4PiQ39ssp4c4tdcUtu37io\', \'ids\': \'283\'}\nWriting record for Arthur Juliani\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavedFL29ooZtwQG1ErgJrRpzigVbZMrLoXA58arW2Tw8YnS\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,3qEaxYOVYMs7CmUeUlPLVx7FJ9uLNred2tryrmQ7tLk=,3TPBKH7XTTcYbanDgbgPKD4bBaFy6Tx5G7taMcXrQWXLC2N29awon1HS5C5XWp2YFTXeVbpEhhVozEyrciQbWdAm\', \'ids\': \'284\'}\nWriting record for SAGAR SHARMA\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavewbSSSk1NcutDfEk6gF23UNzpfE5brPDio2T4Y6zXn4ae for SAGAR SHARMA\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavewbSSSk1NcutDfEk6gF23UNzpfE5brPDio2T4Y6zXn4ae\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,EVCWFiQY2QPaFv1phZuirSxrxkONLISv45oIMBX5LZ8=,3LSi531JQP7tbMDvYGeZksNVxUemYgZ9oBriUezawMYqfnKhPygwhyEegVN8A63SzE6FFgya59ARdjZjfH2eZFKD\', \'ids\': \'285\'}\nWriting record for Jae Duk Seo\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavezfxNzJS9Mrvbr1p8B87sm37fLLVuw2VC1Qu5xDFRi5dS for Jae Duk Seo\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavezfxNzJS9Mrvbr1p8B87sm37fLLVuw2VC1Qu5xDFRi5dS\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,3lDyN3qQG4JPufBnL9atueICdYOzNE2xyRY7cAOtPp0=,2LkRhTNWU1i1XnwsyZSHYwbS16sVS4mixULtT9cTBC9sqy3WHvVk4af79xeEr5yfZL8oUu8KiN8dP5L5tQUs2iNX\', \'ids\': \'286\'}\nWriting record for Jae Duk Seo\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavezfxNzJS9Mrvbr1p8B87sm37fLLVuw2VC1Qu5xDFRi5dS\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,QJW4hl2wlQR3VF+TcfNf558kfqNQKh86RPj3Mkdqp8w=,62dUQuqjDNpN3SD3MCugtXjHamkfGQ4ZubcLCWrTRQ2jGLsQQXcQzpKgNrV8odXQdFiLncBiH1sLKgd8ojV68PM1\', \'ids\': \'287\'}\nWriting record for Wallarm\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavexzqFZ1JPiicdsCxZEFMpuCELYuEU4Zeyjawhqf131xCr for Wallarm\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexzqFZ1JPiicdsCxZEFMpuCELYuEU4Zeyjawhqf131xCr\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': 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\'weavedFL29ooZtwQG1ErgJrRpzigVbZMrLoXA58arW2Tw8YnS\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,qoa34RNUbmzmW1uOMLF/XfNmQUSZ6FGGdbhqQJN8bZY=,XaE6zpuceGiCW6523GxFC1adZUcAgBcGsjpbuEVRiVSYhUfCGujxC8k1SKHEM6ztUGoq4qgSF36JUAyjxS2YTPZ\', \'ids\': \'292\'}\nWriting record for Stefan Kojouharov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefKjV59wbQoUWdfp2BtH9JdhkeHoAyDgZS7ERk8kWUWyA\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,VD1n4eK13LYx/FTdSnyRaqfiKr3SfMhIVGVpHDtsnrs=,4uM1mMTMN9j2hKpfZP3wxVkwGXDShRaQzF1kAjtkEsPg2woEHJUW8P5CXB7ijEx3vdRHt7fZAgCmXvuLsuritKQf\', \'ids\': \'293\'}\nWriting record for Andrej Karpathy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2AJvcy86CZgw3hdwnoXahQuVko8VXPMTpm7VwU7Zpoxhx\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,rq6edg3hrQIOuvFepjZoneYcKbFaJAQ/uJEPkXUvK9M=,3VKY5abiKMWu1XvYJQkLqkaVt712aYy6A5GJ14VqnEtfEMb6U7PeezZUPLpXyqMuCm2pgC3UP63ovHXnk2HNn7Tv\', \'ids\': \'294\'}\nWriting record for Avinash Sharma V\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveu3JP7nHmL6cPHG7m9qGw2UJWkrAjzLmN993ifHBnEsbk for Avinash Sharma V\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveu3JP7nHmL6cPHG7m9qGw2UJWkrAjzLmN993ifHBnEsbk\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,d586oRlxgsMxZHHtoNgQslm8QvH06EljQ0d+5/cHyQ0=,5e27sjAjEV75yuuFTEjF4atmSKxuzZoC7cQApEFevKa4VCUNULAtKxket9J2kYdMtjWKYFXACT8nfVXRej91N6mQ\', \'ids\': \'295\'}\nWriting record for Arthur Juliani\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavedFL29ooZtwQG1ErgJrRpzigVbZMrLoXA58arW2Tw8YnS\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,HhgWeJLChL2vsezl3EokXMny+ZjevQAAOM5q31nSvzM=,66XgxH6K31AHwbjLBE7BjNXYdVYxuP1q2otm3HLb1mqYVuxCVDNjKQ9PPzSdZchnJMhb89jsL1meHo5z1xbMQ7do\', \'ids\': \'296\'}\nWriting record for Elle O\'Brien\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavexU4p6bM3jr14JhFSg9x5zLGBaSyTpjEKNZhBNTy8xNVQ for Elle O\'Brien\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexU4p6bM3jr14JhFSg9x5zLGBaSyTpjEKNZhBNTy8xNVQ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Wot1n1UIrKXk5T8ZxCs0O3WuSpN7+LGHuvyMlyhPgew=,2mfLgyLST23bd5ApWvJiScqfnk5pGnL1HXWpc1Fdt8yXuCiptmvoKpi1vi1DUe8pH65UT2Wp4LDiQQ9CxzWzHnN7\', \'ids\': \'297\'}\nWriting record for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,7LzITJ/iv1pAZgxAS1xidx2CmSzHrrgFYQoOvC1sfxM=,3TJAXLRcMpMeXfRAeCvJZh5JmV6Lb9R5AYLhC489UKgUDVpBmsH3WRdpSQN8m7i4LmnJF4NxftS4sH7KKPkzkQvc\', \'ids\': \'298\'}\nWriting record for Datafiniti\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavecbRsqUaiG8rA68QP4aC4Wb62xC3gk8w1KdpAtWqQuyTK\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,lbhPF/5KspYYipKuiGNjEVRgjNhSJCS5CPNjQ25x0Zg=,CZsGUvNDMGqJhp2Kb3GnkqshyoecVUx6tWnxqqgvKE7X61BRmEdunypGw8u4MEzXYqbZpNmsTk9QLxhZ1W5dLs9\', \'ids\': \'299\'}\nWriting record for Yingjie Miao \n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavegbF6z3K5Yu6245Tm64QWDXwEakDgWV8E8BUJ1SH5nXEt\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,O+Yx+Azj3L12LYwZBr4bCoIY0m3XjyqeQbiclfNBe4Q=,24dKp3zJUZRUA1dPbRvGetZPA6bSUPNRXRZRFcxt9NNqf5v12EoZqKEqPYqEeBc3uoPhZuDCWejkk24QdpAQL9Pi\', \'ids\': \'300\'}\nWriting record for Milo Spencer-Harper\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavemC6X9c5CrsZkU91XLbh2fnfueGrKZc8cfXhzbphSi8uH\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,LetCFy15YzS2Wh1pymj4DIpnufKlzbKHEdT8Ks62WRs=,2wae83WRBVY7hkYyctBmnPVi4moePcP4xHAhJBuPKmk8C3DtbCjamomM3LmW1eFbtc7ij3Z9kP3uWcZdoJ3zJNdt\', \'ids\': \'301\'}\nWriting record for Josh\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2A7P85zScCTD4fAwL8iH7qktH5TjQYPtd4ZrDfbkFZtR5\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,669Y2mprNoxdmMve+lE/2BV60Yd7nRjPr/J/OnhITbc=,2bhaCLb187CKcTGvozsZEZVFAiKWDYKJ7XtCrsrDh6VYBmGKrMzRLSujNFRgNJDX8CfSJgC61Gq9cZjugJXTM7Du\', \'ids\': \'302\'}\nWriting record for Milo Spencer-Harper\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavemC6X9c5CrsZkU91XLbh2fnfueGrKZc8cfXhzbphSi8uH\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,g8dnTb1gtdUQyqxj9U/OtZS0PnM6cBvr8h8w8hK5+AY=,2Fipky3DE9cY95YJHPCc27A4np53jRH2DXgb7ckXhQ6PuKHX4hDrrZ86sKqxMdjwnfHprVBdYzioS9jGnpu1MsPg\', \'ids\': \'303\'}\nWriting record for Karl N.\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavedt58mukKQoqVnQaU8SYLXckyg4oFSscC6aXeNQ4bPtXx for Karl N.\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavedt58mukKQoqVnQaU8SYLXckyg4oFSscC6aXeNQ4bPtXx\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,toN0+Qq4h7H9A6a8Lqm8PxtOJ1R++OOkttKQaVBHmgY=,2DZQsHN4eLMcurFRiqq5c4qEystXMYVyD8PJTQrNssqtiyv7z1nwwonhTaZwfRBQK54KSrME9AeB5Xfg3ZcZcaYB\', \'ids\': \'304\'}\nWriting record for Milo Spencer-Harper\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavemC6X9c5CrsZkU91XLbh2fnfueGrKZc8cfXhzbphSi8uH\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,xU0Uo2sJogeljBLwg5bEzc1GvWgF0rgUrqfK2QN5tvs=,5e9LkZAYVkvzHGhfnrt7SyYoWZUcCNWkeNqUxqCFLbr94pFVhXWPZJCz4Ku2VB9ttXd9KvEMQWnDcp4pvBQBkPKd\', \'ids\': \'305\'}\nWriting record for Nikolai Savas\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave22gXPEMzgsELu5qFcUtoAVADwxhgZTqCh9GjrJBoBpj7s for Nikolai Savas\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave22gXPEMzgsELu5qFcUtoAVADwxhgZTqCh9GjrJBoBpj7s\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,P63zvcDd64legq4FyhB/9whg91xOsPW36LVj4Zedgjs=,3kTy8PTK2nKzuSet3PzfakMjtG4U9GDYBjRgVwuSo91zgGoZUpQF3zFW7zViFdJrJ37fxaWCzGMLDBu5zP8gZcwC\', \'ids\': \'306\'}\nWriting record for Dr Ben Medlock\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave27HqivHpE7duSBnCoU9LRQEYYCiF2P4E3HMtGP9Wr6f9j for Dr Ben Medlock\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave27HqivHpE7duSBnCoU9LRQEYYCiF2P4E3HMtGP9Wr6f9j\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,7zAp9IRsCw4dpsLYV4mnuJlso5K2Q6PLboUUAL60gSc=,yqtw6CfaQatGbGtJek6QJv8PV8fwcPoxenAKPraL6CQnLZAppij1nJfupPoD4UYYrizGXwTgayRrSDWdmCFFYfW\', \'ids\': \'307\'}\nWriting record for Nieves Ábalos\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavet3AavRPNg3bC81P4UH9REDguN5YPJ7evQKLPSJpK3U5M for Nieves Ábalos\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavet3AavRPNg3bC81P4UH9REDguN5YPJ7evQKLPSJpK3U5M\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,2IIgA4Xpty8DzuR9gGTF20JLXtNEEvAx/Qpy1OJN/mc=,Gq7KijRjmKsWygp1z6hJsvGbNkqRqpSE9bimPqcPxCDgecmuEVc1dAuF1c3USp6czHwxQVGKZ6A377iGqCYhMxs\', \'ids\': \'308\'}\nWriting record for Arthur Juliani\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavedFL29ooZtwQG1ErgJrRpzigVbZMrLoXA58arW2Tw8YnS\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,63x4RXAFwZLhDf1hzLm1BYZV+kioPPaF0NUwlatIt+s=,3m7oCGWghP3XmXcV6YmsLDibUfM79RXrp94DJ3aEe2oQP3KpfirVccpDpYTrjfPSBmRyLRT3ondfXktghARf9FUE\', \'ids\': \'309\'}\nWriting record for Andrej Karpathy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2AJvcy86CZgw3hdwnoXahQuVko8VXPMTpm7VwU7Zpoxhx\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,6XHTIhDAgPNYZjHDb9zynXHT9yWszlP9v2STck4js3Q=,2fNVcyLsDo4W9iGb5Aw4pXUTMW8NsvJAjFXYkmdqQhjPqFocUrVaWGCki8cbpp4k5g371PaTozbmoMB9H69Df1Tq\', \'ids\': \'310\'}\nWriting record for Arthur Juliani\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavedFL29ooZtwQG1ErgJrRpzigVbZMrLoXA58arW2Tw8YnS\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,fFyRJ2e5y8Ga9GP9x5ZDgWzneWEd1r4oW06xR+FMZJQ=,2t5y4TpAbYbRFUs2XacZHQURpYNXmnPmVefmE44EvNsmSETuuMFUwXYtFmFqX3CUX1BKiBcLoRhdqFcZoRAhR9gx\', \'ids\': \'311\'}\nWriting record for Rohan Kapur\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave27mCtghKmJFa34uGas2A1xf7iGGD1dR9Vg1u4rLK96gYr for Rohan Kapur\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave27mCtghKmJFa34uGas2A1xf7iGGD1dR9Vg1u4rLK96gYr\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,FyXQcwt+GS+Zg139K7g4/mG+sy1itvdpHtERCL20o9c=,4X97HKWwQAYXizFbMht1mnxW3HKsyDmzow1BFvTGhXeYFYDhpDoC5eG3uV6oxT2nJVAcjSYddYarJYzFEzYCDYTX\', \'ids\': \'312\'}\nWriting record for Per Harald Borgen\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveq2xt72H3CMNktaFK6Yf4Y6qm1q4bhWXts8QByyz7pCck\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,FBaUC19et2sV3IvgXlhOMhZ1lZP8zchVAtYfapBh9gU=,2yDBqgyaimJKyqfKNWvadTL76dW2MS2FMh7BGfrkZe9N8FG3YHV7TottvfR4kqvR16mHn7v8yDvGeaGvXqjyQPGo\', \'ids\': \'313\'}\nWriting record for Shi Yan\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavejKtyA2eNWLbR8asv3KdrqS8CF7C64Voytf4JNpyFZGaj for Shi Yan\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavejKtyA2eNWLbR8asv3KdrqS8CF7C64Voytf4JNpyFZGaj\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,NPajege/pAbOYsR1LwY2lfr2mb96yKJDuxpaeBUzmp8=,5FZ8WapyDmBTDvE7LxMy7JhqLcavnJpuXyqLAHRzED7TdJ6aPMs2pywp8yGeryK1gZoL9oJVsXsy5XBGSQcATwar\', \'ids\': \'314\'}\nWriting record for Ross Goodwin\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavehiAh1QgrLubTRUUy8PjKVeeTY4aWF98RjtX2YeKhqfiD for Ross Goodwin\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavehiAh1QgrLubTRUUy8PjKVeeTY4aWF98RjtX2YeKhqfiD\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,wm8kzKQO1RByp3grEYx4kIyr3kUm0J94F2YEijJhY38=,4KdHABip2Fe7sUup3jrNxcC6MLrJYN989ayE3hRGjAAtQKfxbtCYcY4T3o4LRDC6sLJVTZcFmLE6NLibEdF5agNW\', \'ids\': \'315\'}\nWriting record for Eric Elliott\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavezu9fSEE8oipgopXME8hSR6YcCA5mqoAVebxRVm7GFrBk for Eric Elliott\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavezu9fSEE8oipgopXME8hSR6YcCA5mqoAVebxRVm7GFrBk\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,OU5DJwSRa86OmyioQKQzI9yd+h7xSnin1qN58nKKifM=,b4unEz21EkjU94NEhfVZ5x6Q7iRSN88xV9HzwsbMTfyQazEUKcDUHEzfUEncamfZAhoQ3X1zbErJcCT3F2ncAnn\', \'ids\': \'316\'}\nWriting record for Dhruv Parthasarathy\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaven4oGoFxRccnvaCzqY7RQhuZdhSs1ZA9By3fFft2QGvzu\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,eoSs4NDiKaoAnEmqynvu7BkNZkRiyhi8PRJFjQXnBoI=,55kUFeCHNpAXsDp9FtDbiWoxWboSVf4z13VhLrYaQ9Q3ZuTxR6sSUNnR634jNBKBfgFmhEJMbwzZnw3XVQqZFpLq\', \'ids\': \'317\'}\nWriting record for Waleed Abdulla\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave21k8ypkEmDmwxAPDEQfCYZHNzwWuMN8oBsqMm7ECdDwPt for Waleed Abdulla\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave21k8ypkEmDmwxAPDEQfCYZHNzwWuMN8oBsqMm7ECdDwPt\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,QHaAj7622ACUpIKzQvybxw3jbnkYOQ0JC99wEE3KblI=,CzMHVSZoYACCzkoDe9k1KhRhetcSjt3djd7apBFA56YgMqY9RYVXKtYjnJkoorVGuHXh2f6HcyE3L9YQSPfXiaw\', \'ids\': \'318\'}\nWriting record for Stefan Kojouharov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefKjV59wbQoUWdfp2BtH9JdhkeHoAyDgZS7ERk8kWUWyA\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,/x7WPM+D6ow2l4aQCTdgdoZ8TgpUKu+SgrA0JyF+F8k=,61pwsvchR8VeSwhzqyZ2yfCLghQUXZvgrRBPoz9R6kmZzjazWUjSaTSXMpa3uJcJ9r57wDRNjL31UrG69XfJpXUG\', \'ids\': \'319\'}\nWriting record for Avinash Sharma V\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveu3JP7nHmL6cPHG7m9qGw2UJWkrAjzLmN993ifHBnEsbk\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,1iq7W6eW60O+q4a4zn3Yom+RYRr6bXw0rfiQrPdrZjc=,4UpjMtpJ1uDXnRfcWWtmWTBDD4WZtz8i7xLeZssmGzu4ueyUCNHPuDGPL37mLxMgpn5nKrEtN3tzSN2rqV1cStfn\', \'ids\': \'320\'}\nWriting record for Elle O\'Brien\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexU4p6bM3jr14JhFSg9x5zLGBaSyTpjEKNZhBNTy8xNVQ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,w1lWIt8uZu/YO6MKk7udWij5dxiJC+X0bP6xwjB7B9k=,ndsedYQhmsnHjU2UdBsjoqAg9SrwkqsBnwEN5HXXLJb7uCdraHTz19FwbxE6wY7JxwFfT5SrtbR83U2jMriqKpb\', \'ids\': \'321\'}\nWriting record for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,pjoqVE4jqdpAzvR0GMK5/SB5UeoDNj/zLecPNMRk9+8=,3SuHJJsbf2Wxk36HdQPK1bKRJ4a2VXEmB364xqTwr11prLgHeZckDmE86QMPBsgGDpsbuZFEMKqfsqPZ7NPrVtZq\', \'ids\': \'322\'}\nWriting record for Slav Ivanov\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave26MivJGH5aepdnznAym38RtysyTBEq9yjUf2wr2TAjwVV\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,E3zDvWLnWcUmsTWMT7V1nO7Axl9TFGxrrLd0My7TSOc=,5eEb9GMCTwfVVz9pFeADdZUbgx5q28KBGfe9ZFo7V4JgrC1ZEkMKfqNC5MeZBYsJRjvpNPY4fB4VrXvSZDaH8G1p\', \'ids\': \'323\'}\nWriting record for gk_\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave21ZndPm4dPjLwfbjfsHsrC9yPBBunx9TwUqJcL9nxca3i for gk_\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave21ZndPm4dPjLwfbjfsHsrC9yPBBunx9TwUqJcL9nxca3i\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Rn23Dh5gOXeygbPFNGB/8ljtXov6AFaTzQYG5WKHmnA=,UWKiPhQCzAJG1kgVhmfVuN2f9Xe44nJB4WeSQXWdGXYoGRqGB85uVdvHzUhBCbrNb14fSMpspaF3iBbdoQ36svo\', \'ids\': \'324\'}\nWriting record for nafrondel\n56f3b1f203e31c31208abb493ebb5d40\nUsing weave2BYv46kfgYy5jJqZpgXXaQCVV3bNmWF4yaZz2Qtq7bhQv for nafrondel\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave2BYv46kfgYy5jJqZpgXXaQCVV3bNmWF4yaZz2Qtq7bhQv\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,JO9zzabP5oEFHk2Zu5Oudrvh1z33RtOlktiyc6+3XcM=,66tLHjuXjwtNAoJXzZe8YsWvuXEKGQ1zfczAN4zEtJAjWF6KEY316kkPVyKQHrpX9QKurNnVt4XGteL4vM2h3CCC\', \'ids\': \'325\'}\nWriting record for Neelabh Pant\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavebnHtY43y4UZXddkL4ExTdMJ4o1N1FZYE6dH9q4aB7JeY for Neelabh Pant\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavebnHtY43y4UZXddkL4ExTdMJ4o1N1FZYE6dH9q4aB7JeY\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,+QchGZpyyTWaAi9zlnKfeyBNqRdzic7njrJpTXqdnXk=,3YQBjtvQLceJrbh5rtpJxi7MU31Wxtpe9ih6ftkurav6NV1GnC4hw4ZFv5B4UuusjcPQuLUBF6bskw2s8swfsdqn\', \'ids\': \'326\'}\nWriting record for Eugenio Culurciello\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavepxPwEkHfD7sDabbEMN4Rj9F92LiY6ZN7oKpwGWeUYzZN\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,CxBuaZDTs1Dy/cLOURdvasRKyGKJaKkR8oN46sQFACI=,5qf1M7XGYH1uEUWQ7rVAjSLcWK5NoZcpL6cSzZuNYHE9DCC71FXJ7Rqq8vpEKbtUF94qZtiZCnjsE8ZeK868VAA6\', \'ids\': \'327\'}\nWriting record for Gary Marcus\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave27YN1kFxk22HfUb4fW6x7nLkb6UmMWjacJXsdFBAgPLX5\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,Kf9EuusG6Yp4513gymgLtDsUMoU5l87isWrFzlwwNd8=,64eCcMr95oRpiSjVkEP64eovSR2vQwqSoyfn7G2Tm1jY9kigG7SzhSM7mtsUATPQgQQPzSD4dBbBWpuGU6qwWM7m\', \'ids\': \'328\'}\nWriting record for Sarthak Jain\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavexNBJK7CwQhjRGHPf2Mcsd4az5gAH16YJFQ8wCBVkX8Re\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,NcZbNqfw2eL7Cyb67r35aNaMHbGrTW4b2xpSvM7TcvY=,4QKWySjCimVkXEADMCNmeCx9s8QiUMMMB7BEn3vdhBDvBfMdd9fpikjwLAwLqJfaMMXmZP4op3CFrWXeNFpP9kTS\', \'ids\': \'329\'}\nWriting record for Favio Vázquez\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveiB55xBMybfaQj4TYnv2YvAc4Xk4SHhaC3XtmEvcqy12y for Favio Vázquez\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveiB55xBMybfaQj4TYnv2YvAc4Xk4SHhaC3XtmEvcqy12y\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,YKIlMbjhAfoWJk8oPYJsz8pt2Db6t8Fdg0NZvSa9ddw=,3DH4Gb4VuCsXTufYqjp9u6u6HKur7UNkVHxqzNwVTufDJr7CZ3jZLrkxFS74ZspoFwLW32tZhd89FmQdzRG1PueD\', \'ids\': \'330\'}\nWriting record for Oleksandr Savsunenko\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavefVH9dRBw6crs84RwFH2EnU46JK17fTguticMFhh8bKV8 for Oleksandr Savsunenko\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavefVH9dRBw6crs84RwFH2EnU46JK17fTguticMFhh8bKV8\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,tCXNoEpr5Gr7Kq2Q51Hsqli58uP5OfbTkJCqQykqxJE=,3jrDvvdEFPRkaESDvVg8gWUUCMvChWsUchJ88FJQEGg6nu2tDuBG6Fakm3v7QNj5Zq5tQzUhxLCDoSpXyku5mxuV\', \'ids\': \'331\'}\nWriting record for Max Pechyonkin\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weave22pdghXa46iy1DQdJAz92d5Tzx1wS3KneCJyo6fiA7FTQ\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,6y4crl/xt8TzxBDgZKF1MuGAq8MXFFAaCvoJKCFU5cQ=,fxcKhtYUmEUV7a3em39yVKdDt8pi1n3mSkD8J5WovgFuxt8yuHdkeuGwLccn5JDbaAFRSATpidMjaSwyzq1yRRr\', \'ids\': \'332\'}\nWriting record for Daniel Simmons\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveyTJyuUJw7VW71peNmXiN8zzgP4NgzCuXdQbfe2d8NL33\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,sawdNj3J94URCcqlndvwG+SIuIBtr9yfd3wlvnwEgz8=,5U8vuK31r1p7mMQvqEvhYbyYCb3665TZLUyRpw5ehYZ4ZyNhQDZY5NXU3w5LhJmSCB9KGQjHiwRaDqBsDUSqQ3bJ\', \'ids\': \'333\'}\nWriting record for Eugenio Culurciello\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavepxPwEkHfD7sDabbEMN4Rj9F92LiY6ZN7oKpwGWeUYzZN\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,OWjPq61eHNmP1DSNGAZhP+xW0Jo+HNrXxGlk905217o=,56fHvaDK3eYhsWbCSC5d8hP2QYgSnbGCFeYXuLU6Zo84bDkFL7D9FGvBACCAjTLhu9cdvo6adDEMrGG8FpkATz8t\', \'ids\': \'334\'}\nWriting record for Devin Soni\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavewtrC9kGB8NJm7tKDBY6vVYC2oyyG93Gv39akdSGEpWCi for Devin Soni\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavewtrC9kGB8NJm7tKDBY6vVYC2oyyG93Gv39akdSGEpWCi\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,wFj4vn4J3T1ufS4ZLjaEU1j65SKLxq80SNwh5ex0WFY=,5eapFwYFnJhZhtnFsw9ZZHQ7Mt4J2qfLnPu2bhQ6mwV4k23eWCMmJvnGvAnmW7bQK4TBsqbDiBnhqhTNLYaFbMEx\', \'ids\': \'335\'}\nWriting record for Carlos E. Perez\n56f3b1f203e31c31208abb493ebb5d40\nUsing weaveySdqTVS2dqjxAozJZo3sLAEjNu3EAWq41Fq9HwndqTra for Carlos E. Perez\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weaveySdqTVS2dqjxAozJZo3sLAEjNu3EAWq41Fq9HwndqTra\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,++G3QgfD+IuuXo7ckmVrbaCK/afNVbJr2UiEePtMXtM=,2dmR14zyQrpXGZjQimUE4Ps7zLQLyVG6UqFfhnheHRcJwxDrT678eAnNWrwdXHEJLQERq79y2j6VvN6oqMPcrNZz\', \'ids\': \'336\'}\nWriting record for Nityesh Agarwal\n56f3b1f203e31c31208abb493ebb5d40\nUsing weavee2pD9gD5q3ZXFxJL6TDA6q6jXj6c5Tf4HnB39FMmxgps for Nityesh Agarwal\n{\'res\': \'ok\', \'target\': {\'operationType\': \'WRITE\', \'organization\': \'weavedemo\', \'account\': \'weavee2pD9gD5q3ZXFxJL6TDA6q6jXj6c5Tf4HnB39FMmxgps\', \'scope\': \'vault\', \'table\': \'medium_posts\'}, \'data\': \'weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q,xf3ZPdM6LUOgNmOhxwDBXtZNQ2NHx1dWg23gEb7xmlc=,4aDaVDCSPDm49Zz5Ej7o1kECtHzmThULagnRhve1h4v5QJQbX9FgPq96e61HyP5Mk3GtVDV8bN4GtYuohcGrSPJ5\', \'ids\': \'337\'}\nDone.\n',
  'rootHashes': '"{}"',
  'writesSignature': '42w7GhxAj385wuzGzpU1AwE1cYnEv1VaVj3evN512bCZNgjwAx3r6txEXvaMCS4hzB6uGtumZDahu5saBSQ5h5L7',
  'outputHash': '36UaD8YjacqVUxbbCoAssrkruugmmAWjC7sQLvKEJcNC',
  'outputSignature': '4FYAToD4tDshwzddtm81cMpAVzKZCtb4dkiHXB45qsFweUbmsLBJQWecS5NnNXgNnn6T1t1m3LqdJchnjnbNR78F',
  'computeHash': '4M5CUV9uRi6EE42YEKxYyPkd35Kf1CMfUWig1VUMfnWu',
  'WEAVE_API_KEY': '7e85df2cacf74d1baa9a8a90e702126586d6dc3f9d76f773',
  'output': '{count=337}',
  'input': '[]',
  'writesHash': '6LfKoQQMqb8fYgA1PwBPKMhFaJ59Fn3DWw6qTRri4zjN',
  'paramsHash': 'GKot5hBsd81kMupNCXHaqbhv3huEbxAFMLnpcX2hniwn',
  'writes': '[]',
  'outputSignatureTs': '5RZUsTFSxN19RAfSEeTkNGHPcLzrdyqU3wZj5TRYrSpvc4xck5U24Z2EUZ7Pwa8LaMwppPzpZbHfhhqXTvB2yBZJ',
  'taskId': '665884fa5bc444ebbcbbd2e9c5fb695c',
  'consoleSignature': '3Cpie6emfN9Tfv7jnimECZXGbvR65SmAHEBPLvP7r6SYQbs2YQVPonyZEgD6ywHJmmNbrTJaih25niuNqR24iJBn',
  'ts': '1691601087449'}}

Compute lineage

task_reply = reply["data"]
#print(reply)

print("Compute Task Hash:", task_reply["computeHash"])
print("Input Hash:", task_reply["inputHash"])
print("Output Hash:", task_reply["outputHash"])
print("Output Signature:", task_reply["outputSignatureTs"])

signature = task_reply["outputSignature"]
match = nodeApi.verifyLineageSignature(signature, task_reply.get("inputHash"), task_reply.get("computeHash"), task_reply.get("paramsHash"), task_reply["output"])
print("\nSignature Match:", match)

Compute Task Hash: 4M5CUV9uRi6EE42YEKxYyPkd35Kf1CMfUWig1VUMfnWu
Input Hash: 6LfKoQQMqb8fYgA1PwBPKMhFaJ59Fn3DWw6qTRri4zjN
Output Hash: 36UaD8YjacqVUxbbCoAssrkruugmmAWjC7sQLvKEJcNC
Output Signature: 5RZUsTFSxN19RAfSEeTkNGHPcLzrdyqU3wZj5TRYrSpvc4xck5U24Z2EUZ7Pwa8LaMwppPzpZbHfhhqXTvB2yBZJ

Signature Match: True

Test read records

reply = nodeApi.read(session, data_collection, articles_table, None, READ_DEFAULT_NO_CHAIN).get()
#print(reply)
df = pd.DataFrame(reply["data"])

sample = df.iloc[-1]
sample_article = sample["text"]
print(sample_article[0:200] + "...")

display(df.tail())

I believe, we all have that psychologist/philosopher in our brains that likes to ponder upon how thinking happens.
There.
A simple, clear bird’s eye view of what neural networks learn — they learn “in...

	id	ts	pubkey	sig	ip	roles	link	title	author	text
332	333	1691601083484	weaveyTJyuUJw7VW71peNmXiN8zzgP4NgzCuXdQbfe2d8NL33	[{"sig":{"recordsHash":"sawdNj3J94URCcqlndvwG+...	172.17.0.4	*	https://itnext.io/you-can-build-a-neural-netwo...	Daniel Simmons	You can build a neural network in JavaScript e...	Click here to share this article on LinkedIn »...
333	334	1691601083503	weavepxPwEkHfD7sDabbEMN4Rj9F92LiY6ZN7oKpwGWeUYzZN	[{"sig":{"recordsHash":"OWjPq61eHNmP1DSNGAZhP+...	172.17.0.4	*	https://towardsdatascience.com/artificial-inte...	Eugenio Culurciello	Artificial Intelligence, AI in 2018 and beyond...	These are my opinions on where deep neural net...
334	335	1691601083547	weavewtrC9kGB8NJm7tKDBY6vVYC2oyyG93Gv39akdSGEpWCi	[{"sig":{"recordsHash":"wFj4vn4J3T1ufS4ZLjaEU1...	172.17.0.4	*	https://towardsdatascience.com/spiking-neural-...	Devin Soni	Spiking Neural Networks, the Next Generation o...	Everyone who has been remotely tuned in to rec...
335	336	1691601083590	weaveySdqTVS2dqjxAozJZo3sLAEjNu3EAWq41Fq9HwndqTra	[{"sig":{"recordsHash":"++G3QgfD+IuuXo7ckmVrba...	172.17.0.4	*	https://medium.com/intuitionmachine/neurons-ar...	Carlos E. Perez	Surprise! Neurons are Now More Complex than We...	One of the biggest misconceptions around is th...
336	337	1691601083641	weavee2pD9gD5q3ZXFxJL6TDA6q6jXj6c5Tf4HnB39FMmxgps	[{"sig":{"recordsHash":"xf3ZPdM6LUOgNmOhxwDBXt...	172.17.0.4	*	https://towardsdatascience.com/wth-does-a-neur...	Nityesh Agarwal	“WTH does a neural network even learn??” — a n...	I believe, we all have that psychologist/philo...

Records have hashes and signatures from the source

display(json.loads(df.iloc[-1]["sig"]))

[{'sig': {'recordsHash': 'xf3ZPdM6LUOgNmOhxwDBXtZNQ2NHx1dWg23gEb7xmlc=',
   'count': '1',
   'pubKey': 'weavee2pD9gD5q3ZXFxJL6TDA6q6jXj6c5Tf4HnB39FMmxgps',
   'sig': 'SpGY2Qpoc6XmXRzhEibQY7RstmnYUY31gRg6DxYBd7bQgpVzoUM9mhje6B3Qh3eA2xwwXHp6gcisnSB8MhCWce2'}}]

Check balance for one of the authors

account = sample["pubkey"]
reply = nodeApi.balance(session, account, "", token).get()
print("Custodial wallet:", session.publicKey, float(reply["data"]) / pow(10, decimals) if "data" in reply else 0)

Custodial wallet: weave29LwVcvu5rrg9bfbp7UhQ89unqStMzQvtn7Td5ioSu38Q 0

Set read fees to 1 USDC per row

amount = 1

fees = { "fees": [ 
    { "operation": "read", "fee": { "count": "1", "fee": amount * pow(10, decimals), "type": "count" } }
] }
reply = nodeApi.updateFees(session, data_collection, json.dumps(fees)).get()
print(reply)

{'res': 'ok', 'data': [{'tableExpression': '.*', 'tables': [], 'operation': 'read', 'fee': {'count': '1', 'fee': 1000000, 'type': 'count'}, 'version': 1}]}

Train model

Blockchain anchors for immutability proofs

Records have immutability proofs on blockchain

https://mumbai.polygonscan.com/address/0xf1e724671af7b7591bDd1501A7f3F6cf81bbDE69

reply = nodeApi.hashes(session, data_collection, articles_table, None, READ_DEFAULT_NO_CHAIN).get()
#print(reply)
dh = pd.DataFrame([ [x, reply["data"][x]] for x in list(reply["data"]) ], columns=["ID", "Hash"])
display(dh)

	ID	Hash
0	1	+OS5Or+l5QQopMePffNnEg62E2uSjsZRcja9ohjORMY=
1	45	08AWqU3V3OT4oIb0amJ6M9yOYf4G+c0lnLsd1maseAU=
2	102	9PuksDOy7BmvzFK9/o5ssY90q4y7pTjmqXqwF93an0I=
3	159	dyRjUZ1znJZH9GEwBgP8kYAHhRsHZfUuw6BNc4EWM9g=
4	218	aR7crHv1hYe9X4GqgFbEuNBShcVtERSZ+fG9FZ4IbHE=

Merkle Tree Proofs

Records have a different type of immutability proof offering the ability to check inclusion via merkle trees

https://mumbai.polygonscan.com/address/0x4a2DEA252D04c9da1029689c4907Ac36a5854d24

from binarytree import Node

def showtree(tree):
    prev = None
    root = None
    lvl = 1
    for l in tree.split(";"):
        level = l.split(",")
        print(lvl, level)
        lvl += 1
        nodes = []
        for i in range(len(level)):
            pidx = int(i / 2)
            node = Node(level[i][:3] + ".." + level[i][-3:])
            if root is None:
                root = node
            nodes.append(node)
            if prev is not None:
                parent = prev[pidx]
                if parent.left is None:
                    parent.left = node
                else:
                    parent.right = node
        prev = nodes
    
    print(root)

salt = "salt1234" # Same salt used for records hashes, this can be improved to have different salts for *each distinct writer*
digest = "SHA-256"

filter = Filter(None, None, None, None, [ "text" ])
reply = nodeApi.merkleTree(session, data_collection, articles_table, filter, salt, digest, READ_DEFAULT_NO_CHAIN).get()
tree = reply["data"]["tree"]
rootHash = reply["data"]["rootHash"]
ts = reply["data"]["timestamp"]
rootHashSignature = reply["data"]["signature"]

print("Generated at", ts)
print("Root Hash", rootHash)
print("Signature", rootHashSignature)
print("")
showtree(tree)
# We've built a Merkle Tree at a specific time, signed by the node that created it.
# The Merkle Leaves are salted hashes of the data in the table. Binance did an enumeration of coins.

Generated at 1691601135368
Root Hash GNgTXXfKtbH9ZwkKVwxTML7gd91FZLY6gnaM5Kr397JV
Signature 5nfrVJ1FwUhm8wWnjkHaBYEq4CcfdNWmtY7HV75Vm7YAqeq3LmWmxqQ5mzn5AMkYTJbL2axvN2sRrhGA5fLUJUC4

1 ['GNgTXXfKtbH9ZwkKVwxTML7gd91FZLY6gnaM5Kr397JV']
2 ['eXchZzqyGmuUf5inuchRjwkKX543MHi8YJUSZg4xYsz', '7QdfPwEZcCSNym8Tmm5MaN4imUPSe4eCroeHnRp4t8M5']
3 ['8uXdwYFH6Wdcr4Vs2Fwb3BrutWh6pDcnCkk61YM5E8i', 'CkRbcbEs9WZi2RpEULtvVBtt8JYTKpo5BFdF67dsohrS', '7QdfPwEZcCSNym8Tmm5MaN4imUPSe4eCroeHnRp4t8M5']
4 ['8oGaYtp62vQ88bu73rYD2oueqMD9wUEvDAEYbmHRD1Ti', 'Bunp59ZQN8gv4xbZe7t6UvSDFGg5ZEUNMXaryurGYt95', '7EV1gr8ZPK3ryc1Yw1gNrty7e3tNx7x9PP6qAcuMFPRk', '6xzbgmGNKsNxNnHNJagxhMhtG3Yw2J2NuGBxzazaWEMF', 'GjS8hiFKJMBbGERrnFdx7qHjvgBzuvE93mXzd9anbcwD', '8EnykTr6mqRZyiDnC2NznsZnHmugYU4MxEqYPDdu2b7o']
5 ['7D3BorZbk1cY4FsMgoRtb8RubfzjFrE4zPweTT7G4cho', 'GvPQjhxgJth9CagFwkCi3FkKkPyxgndvR7826hrL4uy6', '7JM9uumriu5vs2aQ1sUNuWLJSqd3XFpVR7LdANNEqiUh', '6FLYr7yXs4v6osFVYrnyuiA53aEa7DHs3EugkyY8QYP1', '826ZoPqNujfiSQEZUt6MhojEicQMjyADNpy9hZESHBaB', 'AGn8SKuoaWKdXxfaxwFrTCAiBEmjiDK8bvJEG7oqWgYS', '5ZmuxjeKiBzyENdjxVEvDxcu4LrVaMkvV3RuckRd3s7k', 'Ek4YCvM3BMWN3g2wrs3qNkHk2xBeHJno5Nv6EN8x2ZSo', 'BTHVgBzYT4XbrpXLZNAmW6yvTmag1PLAebjEkAGHGJBT', '5JPM3JSMxkxYeCcDDwAEyh6xDyvi6oEKLN8yy1df9HHP', '8EnykTr6mqRZyiDnC2NznsZnHmugYU4MxEqYPDdu2b7o']
6 ['4VLTwgfbmG7kDKKdyTWwSmZXx4jVRvhzWZ1cRriX7TSf', 'EK82QX8H8ggwqEXdnKz7BgdDk6Ua7uiQHmE8fD5L81pN', 'CpTUkrEVhCbyh2SA1RMmS3io6D8gMAHjbMS3pRoVxs9i', '5tKtFjUkgAbixP1n1UqJBLYFPGTu4voGf2EncaZoU4Tn', 'Gf3bgJRshgXPJsMFfDtZTDR7wSHN1zSWmREF39ebu9mE', 'CH6cUKco6bz5oE5DsR1f712KW5EyJPRNHsoj7QBRkFmk', 'DCoSYfDcCGxwSENf7kq95uz1oGLGTAsAyGRet6VkdJHx', '6PJa5Y9qYKzAR7UEch1JjuMkMgbhmK4HVXdRptsSU8PC', '4teytPzX4PNywYbMSkJaz4AY7xJn5uBJ8i2dtRarJXsC', 'CKP3xZsZYhn4xcvg2N36Jqn6m1nyTqj4gifmvLPzB8do', '6hBKcB5Ycj7EGGUirvpZMcaadtFx6TX5orHrgKAEVYBi', 'J6iAmyJWiJDq7fELajbtrfUkBHzXWrvqgaXCzriUdE8N', 'Fd1aKg8rPWhsSgCSVxDVPKA5QGsT77xRHYfjv1ajZCcf', 'ArFqDArQXhddpkpUSqENjFdxL2655yNhEkKtUrWWZNpe', '6UjvaXQjYy3xjHwsjKwAg5bT6gZLyjaQAoi5mWSt2YKH', '8LndfLarY62L1cV78JkZ2uHJzfKknJCFzqG5mXdp5bCq', '417dLyNUyUqHTqKTN7zm4vAUFthz8U6u3JJTDHWLdHKZ', 'Db13UMnkT1W8ZtHK6xLWqAppg551sFK64Sqh2Cc4LEnC', 'AbhJRtztRX5nRtHv6h89YKa7PoDRDiYPjHeSmt5fAj8g', 'Biad4AYAx3fsUSNYqCrz1MPsSZdPBy3rSzBtCgws2MAr', '4jCJGXd5SfZWQaB1EoxcLGTtYwWLKL9Z4RvUvCvSdCsg', '2VDBUvpuQsZsxK79GFH1c3dujLG8GbwxGo2Xjxd3HoTc']
7 ['5m3BraGweaesYZZVgNKoRQgFWGCt8RV3TViJAX3KTYzC', '2Gb2BPSEEJFtAdwHMrv8fiTeMzDCMxdw71CKzWUxuZP8', 'EPF7PixygWmJAmcyTxVBa7urqaKhqtzd63cMmj917iNN', 'DAKDjgMtwDgbiEmK5BxGrdQbB1mRc5RUmzhmFz6quCh2', '3aSbwH7VaHiBEfuyBzdAxHhubUnnnYMGb6Rbftb8ThyU', '7v5KK5grwMbT6e3UyxhfYYkyXqeXraZiaWjRbgHPhLjx', 'Ac5oJ1QwiLFBGUy16nVBP5VBksMFK6tgUCKR9Gkn4aRL', 'Awttzuvobz2xDevLnm9XaVZambaxPudyWnHcUmyDhd3q', 'GqXQhPUQbzk3JqdQ5BmdMscVJBKJAXuKDHETBAmxSwXD', '3ng3oSowqHM1ATEVhcnesYJMYEhq92jhhXDCvRnmnZZf', '8UCPnB5sZh5Yd8pyNHeXntUY3Spgi5M2bBgUXfigoXya', 'iatNTaayU5Kya97gehs4yjzuZmnpaX34XBF3vWgEhQH', '6DcFuA7hPsZXKQuE5y9cMBuWgRgXnUmzqs4zmnguvLzu', 'G5pqUNc7hY7abKvaPGpAEU1NKk6ziMCbUU2rZuuJsJCW', 'EK4UhcWwjAmeUNzbVKrxbqgVifgTKAeHSTKESVeVvMrP', 'Byx4mgJ9nJjTwcjSiUvkSP99YrhDGuirgxgjcZ2DE81Z', 'DQEUaw6U6bRmQjGkhhRzH9jzZEbZbn8iVd3ArAjh97JH', 'ApuTPbHRKrQxG3QnTVT84QcEZR4nGkaWE5cc5Rkxkqat', '3CK2f5UfUpVLGYC6QT4S4CHqZJTnCmJ4mqPHUwuDE26K', 'CN8R5FTWFkwBnGp75b3jRAS7Dvm9gdYdHQUYuonDfyLK', 'FpqjZUhvKrRCtm6eCkVf2LsN39eLn7d3LGtGFRHTbGFm', '34ZHcDGhxLbrkPjvewb8h7etuKRTHnzojEs5Xdoj33Gf', '5ia7FtZgcPz4hrMD6eSJ8ajg6fY2SMRjznT5rPdTmTen', '92ZtKnag8isTYVFV3Z2CJH6eCzpFZWQjVUZT8vTZBGFY', 'Gm4CYsxQnLMcxvwdZk3pBYvWfMcLTUNaBWYUcpVmeqXz', 'Fpgvr3F5p3ZiVf9XSwtn1edeBHCeg9g4FSZkRXPkejSu', 'AnFtj8CArnVGfcVpsrQxLbiS9LM1KGobhmpcNVVb8FZ9', 'BzuMHaRJVzxR7wV4wRS8xY3uSPyNFhvHaFbocFaSZv4N', '3xCNqFs5gY28K7ok1TaokvjC6zRaCHm7fLeqqn7pYapC', 'EMzxtA2xPupfHbpzwWNG5z4nqAMLGnMsKGJg1p48RXj3', 'CSDKxsZm78PT41XYz2yP4XpwChAf4jscpFXXA7qjWhnL', '6N5USNuDUR3HiksijDsDkdj5P8e8cf7XztmVcCFBSu8v', 'GRcQ7RWtiL7jjpMkirhhHV1GwKFsHb56zs6ecPANGWDH', '5YY3rcZLstrjitYynL3Jdxk1JATEaipMbdWyLkoArqC1', 'CVvzKACaynMvDuZvnjkzusdDzrKpKnfqxCCS1K81mT8k', '3F3GTZ2R82oBvfvho6Uktbnc8QrHCwhxGqoQJrKX3R7w', 'GRzXU3Y8osZMfM7GexR25ec8hxsrrNVcxwDNGPfRrfzW', '3xUkmHK23EEVBESNG7TYUQgvgv3Mpg9UJkbkCtwd1rwd', 'FDEEqVYzmbCD4bP2Z9VuiF6aXggQZm9XNAoBnwA8uwY5', 'DdwBYZwzfgvfupdkM8KF2hQnq6Gf3Ppt6pELzU7JurRk', 'EsCtaXL98pGFZRVKE5oizGdRK7GgWyabJEfBnthuEJAG', 'D1YWGxsZuAq7aSChqQX9SVM8Z9f1JpFWyADVfZjgfuLP', '2VDBUvpuQsZsxK79GFH1c3dujLG8GbwxGo2Xjxd3HoTc']
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                            _____________BM6..91A____________                                       _____________54r..9At____________                                       _____________8MF..VGt____________                                       _____________HD1..V3t____________                                       _____________vjG..uAn____________                                       _____________3n3..hqN____________                                       _____________A3A..JUd____________                                       _____________HbY..Up9____________                                       _____________Cqh..Zj8____________                                       _____________BYR..1Fy____________                                       _____________GjZ..cVj____________                                       _____________Avq..JyW____________                                       _____________6YA..z6Q____________                                       _____________52A..aAc____________                                       _____________FDn..sRd____________                                       _____________DGo..z5m____________                                       _____________CSa..ep4____________                                       _____________JDR..Bnf____________                                       _____________E9G..8of____________                                       _____________8fG..2St____________                                       _____________DZq..62F____________                                       _____________6QJ..Bvv____________                                       _____________9y9..sqJ____________                                       _____________3P7..xrj____________                                       _____________Bfn..WPL____________                                       _____________jbx..hAp____________                                       _____________EDP..15s____________                                       _____________13w..w8t____________                                       _____________AxQ..wAL____________                                       _____________9qz..UyC____________                                       _____________DP4..V4r____________                                       _____________DYM..WWC____________                                       _____________CxX..8o9____________                                       _____________Fv5..2nu____________                                       _____________6QN..sr8____________                                       _____________5iN..ecJ____________                                       _____________2Nk..qEH____________                                       _____________9xB..zvb____________                                       _____________AtK..a67____________                                       _____________9N4..iuZ____________                                       _____________3zR..HaD____________                                       _____________2v4..msH____________                                       _____________AdQ..ueD____________                                       _____________5GR..jNR____________                                       _____________6gs..Sj1____________                                       _____________6NJ..rgF____________                                       _____________mof..Q5m____________                                       _____________Eby..LZW____________                                       _____________UJD..AgY____________                                       _____________7EX..fcy____________                                       _____________ipt..ETJ____________                                       _____________2mP..Vi1____________                                       _____________4bT..Khd____________                                       _____________A4b..76R____________                                       _____________5ou..QYA____________                                       _____________8Li..gow____________                                       ____2VD..oTc
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     ____e63..19L___                     ____3so..iAs___                     ____B99..o1v___                     ____2vS..uXh___                     ____YbJ..LHi___                     ____AEQ..tjt___                     ____AKb..WuY___                     ____5bi..5Hs___                     ____GrP..uTs___                     ____H7x..bhK___                     ____EYZ..TLz___                     ____Hgt..Jy2___                     ____2iC..HdB___                     ____mog..ezk___                     ____7xP..BjU___                     ____3AS..sQK___                     ____BoG..Mju___                     ____9UT..TWj___                     ____BfK..hpK___                     ____BxE..Qke___                     ____2VY..dpG___                     ____FWT..fXa___                     ____CNV..eVG___                     ____83N..b2p___                     ____8Ag..RXE___                     ____4AX..GA4___                     ____JDa..UhD___                     ____PSs..te6___                     ____5bi..5Hs___                     ____4SF..2mJ___                     ____5pK..iGu___                     ____4eE..JXB___                     ____Aw1..PDE___                     ____FvC..DvN___                     ____6Ge..LKv___                     ____2aT..9nH___                     ____CYb..XQe___                     ____2Xn..eJY___                     ____GRg..CM2___                     ____ATN..UCi___                     ____9Tt..JaM___                     ____AVQ..5gv___                     ____5w4..FCm___                     ____Ao1..jKX___                     ____B99..o1v___                     ____2vS..uXh___                     ____YbJ..LHi___                     ____52B..T2b___                     ____5V8..EQ2___                     ____H7x..bhK___                     ____Csy..TcR___                     ____mDt..kSp___                     ____5jr..uBh___                     ____AUH..VCu___                     ____4zj..X1X___                     ____CeU..2Ts___                     ____2Fo..q8d___                     ____9t1..6q4___                     ____HX1..jcR___                     ____2tj..mpq___                     ____4a5..Jca___                     ____ADB..nJi___                     ____T2i..RLx___                     ____4rp..Wje___                     ____BWX..Uza___                     ____5WA..5gr___                     ____7NK..oro___                     ____FkL..4NE___                     ____4SF..2mJ___                     ____5pK..iGu___                     ____7hh..QT7___                     ____FvC..DvN___                     ____6Ge..LKv___                     ____3gK..CUQ___                     ____7qX..xxx___                     ____DAY..ezR___                     ____HLZ..rqz___                     ____7VZ..YK8___                     ____3je..8dv___                     ____5Ec..2wo___                     ____BBq..vPw___                     ____H4g..WQT___                     ____GQu..npZ___                     ____9F4..ozP___                     ____8AQ..BH7___                     ____7wP..LKX___                     ____Fns..aME___                     ____7qX..xxx___                     ____3JR..t6K___                     ____ATA..YZE___                     ____Bte..MSM___                     ____Hjj..YJG___                     ____63z..Tt3___                     ____A8b..SxB___                     ____Auq..S83___                     ____5Vt..UnJ___                     ____JCX..EjJ___                     ____47H..643___                     ____6Ge..LKv___                     ____Fns..aME___                     ____7qX..xxx___                     ____m38..YY7___                     ____GEm..7KX___                     ____4HK..6fx___                     ____G7S..M8T___                     ____3eB..2dr___                     ____45Y..wz1___                     ____3uE..WQb___                     ____EVC..Nrm___                     ____7LA..NL6___                     ____8RV..Afn___                     ____HZJ..zLx___                     ____F3T..CuR___                     ____Bhb..H9E___                     ____5Ud..gzt___                     ____8kv..bBc___                     ____6aN..xDt___                     ____FEa..xMd___                     ____23Q..Zm2___                     ____EHT..rdP___                     ____Eoy..7Eo___                     ____71h..ULo___                     ____5ih..Xxx___                     ____Et6..3nB___                     ____5Kp..18N___                     ____9JE..oBH___                     ____J8B..6Yi___                     ____Hui..akb___                     ____9yM..eBm___                     ____Bqd..yaF___                     ____Bhb..H9E___                     ____Ak8..p4r___                     ____A4m..KTr___                     ____GoJ..cYR___                     ____7wF..ovY___                     ____BXq..DGy___                     ____DYN..pzR___                     ____iVT..21V___                     ____Fr6..W2m___                     ____FSv..vC3___                     ____86n..i8T___                     ____BmJ..iXj___                     ____Jcd..3DE___                     ____3ub..pNQ___                     ____Aea..L9x___                     ____HD1..D4d___                     ____5ER..zR1___                     ____8sQ..G3j___                     ____CVy..mvn___                     ____6dn..ctF___                     ____Ayi..JM8___                     ____Ha3..dVJ___                     ____8u4..CRy___                     ____9V3..sb3___                     ____GK3..mVi___                     ____Amo..pnv___                     ____Uxx..5Cn___                     ____EpG..SyE___                     ____7K5..Lc3___                     ____9mD..2i7___                     ____57M..G3A___                     ____8fe..tLn___                     ____9vv..wdT___                     ____8A3..jRE___                     ____9Zw..waU___                     ____AHb..TWA___                     ____7MP..hZn___                     ____EnC..2wo___                     ____2VD..oTc
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CtX..snW          AMc..pbP          3We..cgi          4on..zDe          FoG..2yp          3wG..HMd          Eb9..Vaj          28L..boH          2wh..4Rr          HdM..GYh          ANL..Yvq          Cid..zFN          Agi..PfP          Eve..mf1          DbB..KgA          J7w..zp6          BJi..R3n          CTZ..877          7zc..RPF          MgT..q6q          5mQ..7aG          EKh..hij          GoJ..1GH          DL5..jW6          B8W..Hmb          7fm..5iL          DFK..X6E          5Rw..BXn          Hr9..NoB          13Q..wU8          AgR..T8a          Dea..2tt          HLM..5yp          DFL..tf1          Gw3..No9          6We..cr5          Eve..mf1          8Ko..3cb          Eiq..BgB          HWi..scd          ApJ..dgp          9kQ..3JV          3rf..AAQ          CvB..aWE          FjZ..KZY          6hy..oPX          Gca..mwR          9wM..w5s          C6N..tsS          5iF..7oX          CF4..7jJ          7QP..QGG          CdG..dKM          m7q..UrU          6M4..kNA          7yg..Ldp          DbB..KgA          J7w..zp6          7zc..RPF          5g9..bop          EhP..TsA          4tj..mB1          91y..nTg          8oN..NjC          CgV..VNY          BJi..R3n          CTZ..877          MgT..q6q          BbV..mvs          CLM..soG          DkB..F9A          3YW..vqL          4Wp..w1N          9Up..LRz          62P..pk4          5mQ..7aG          F2e..2A4          6zM..LZb          Gxb..CsB          49T..XbJ          HEm..2py          9XC..esN          8ct..bsX          CKW..UGE          EKY..rbx          DB3..KNX          CtX..snW          FWx..rTM          FoG..2yp          3wG..HMd          Eb9..Vaj          28L..boH          2wh..4Rr          HdM..GYh          Eun..1Cn          ANL..Yvq          EVN..1WP          CTZ..877          7zc..RPF          MgT..q6q          5mQ..7aG          5eg..wr8          34d..xoN          GoJ..1GH          BEq..FZz          DZx..ZRm          5Rw..BXn          Hr9..NoB          FHr..WVY          mAq..Sr9          9EF..JFi          AgR..T8a          Dea..2tt          7GP..nKC          6ha..fws          4ih..r4T          4v4..Tq9          8Ko..3cb          D4j..vbv          3XU..Psb          2QT..iRu          2GH..up7          Gkd..DdE          C7r..w9P          FML..jig          8d9..M4U          5eg..wr8          4fW..mbr          745..D79          2bL..9MX          CfH..u6a          FRj..A7Z          43z..pu9          BEE..uXd          CBC..jSH          HsP..f3n          7zc..RPF          5g9..bop          EhP..TsA          4tj..mB1          CeG..cuG          91y..nTg          CTZ..877          MgT..q6q          BbV..mvs          CLM..soG          DkB..F9A          6vH..iRx          DR9..nrD          7Fv..xnn          DLL..eyM          F2e..2A4          GtZ..wvv          CKW..UGE          8yD..ix3          Eun..1Cn          4on..zDe          FoG..2yp          3wG..HMd          2wh..4Rr          HdM..GYh          J7b..rQX          Fw7..bh1          Ef9..QH6          2kj..iUD          2vX..R5R          Cid..zFN          FEa..Qxw          EPj..gNH          DbB..KgA          J7w..zp6          5g9..bop          3YW..vqL          9Up..LRz          DR9..nrD          7Fv..xnn          3J1..XzL          5uR..HuF          9oD..8AV          FRj..A7Z          GQz..9iQ          6mJ..s3s          Byv..h6F          QXx..8tG          CKw..UMJ          7Sb..4ca          8Ai..rE4          B4n..zjx          Fvr..S7N          91y..nTg          8oN..NjC          6jS..bXJ          7iF..WZ4          DQi..KhH          9Gz..xZu          H3s..RoJ          BbV..mvs          CLM..soG          3YW..vqL          9Up..LRz          DR9..nrD          7Fv..xnn          3J1..XzL          GrU..E7Z          26B..wwT          F2e..2A4          HEm..2py          8yD..ix3          EKY..rbx          NKw..65V          9Qj..MBV          6BX..851          Gn4..ecC          8rg..LeG          ES8..FZD          4on..zDe          DH4..w5Y          GQg..KBt          G79..g2N          YL7..u6D          8Aw..bgm          8rg..LeG          Cid..zFN          4L6..oDg          G79..g2N          3YW..vqL          7Fv..xnn          4Aq..7w9          F2e..2A4          26B..wwT          Fru..b3n          Ck8..gUT          5cv..PgH          7GP..nKC          GPL..xTF          Ex4..qdv          Apr..nJj          AE2..CqW          8d9..M4U          6Bx..Yis          2bL..9MX          wLQ..4KA          6FX..jpY          GCb..Ckg          Dvm..mVz          CqL..aRx          2Qw..1k9          EWS..Tto          Dfg..U1i          H9c..PAN          7Q7..Avn          2CS..Puu          4HY..xuH          D9X..owN          9it..ExP          2D6..FNV          GSv..Ukv          ARA..t28          HCp..1GB          3YW..vqL          7Fv..xnn          4Aq..7w9          26B..wwT          Fru..b3n          Ck8..gUT          HZc..Pmo          64r..5vo          GaW..Ry3          8xP..qRB          8rg..LeG          2wm..gEg          4Ex..Q6E          CzE..Ci4          CtX..snW          AMG..WnH          6cK..rEL          A7a..Fvb          G6W..41F          8rg..LeG          Hr2..95r          Ahn..wne          HNR..BpY          nvb..BgF          5g9..bop          CRm..YeS          J57..uQC          6Yb..MwS          5Co..Hhv          BA5..vm7          HNR..BpY          FA8..VoC          5g9..bop          3J1..XzL          8oN..NjC          HJe..nsJ          DQi..KhH          CU5..Dvm          Hey..RGv          Dea..2tt          HWi..scd          FRj..A7Z          Cei..pWw          FZL..qjD          A6r..pAV          3pY..sr5          3z2..5pZ          AVw..zgm          288..UrA          5g9..bop          8oN..NjC          DQi..KhH          6Jn..umP          57q..yvS          HAu..pvo          4sk..Q29          4P7..35i          D2R..rqN          ECS..vyv          3J1..XzL          HJe..nsJ          CU5..Dvm          Ck8..gUT          Hey..RGv          5WV..h8X          GXH..CiB          CYN..f6y          F2W..ma5          NKw..65V          8rg..LeG          HWY..W2y          Edb..nBV          4Yk..WcK          6cK..rEL          G7c..gvP          9ah..6qX          GVR..NZC          2VD..oTc

Check the root hash stored on chain

reply = nodeApi.rootHash(session, data_collection, articles_table).get()
data = reply["data"]
display(data)

chainRootHash = data["rootHash"]
print("\nMatching:", rootHash == chainRootHash) # data hashes are salted. The salt needs to match what's configured on the network to have a match

{'signature': '3zQLpiZfxMkr7RbVbu1LwywrGb5uFgNEKSMQHEqnUhuHhY53oM9Sfow6wF4XyzWjprRjX4bSS2iYfnZMVTtFtjyw',
 'rootHash': 'GNgTXXfKtbH9ZwkKVwxTML7gd91FZLY6gnaM5Kr397JV',
 'timestamp': '1691601135574'}



Matching: True

Verify root hash signature

signingKey = nodeApi.sigKey().get()["data"]
print("Node Public Key:", signingKey)

Node Public Key: GfHq2tTVk9z4eXgyXVRvnn4hnpsfgFCfen9n1KoqnLp9ANhnmj9BsdJvv9Gg

toSign = rootHash + " " + ts
#print(rootHash)
check = nodeApi.verifySignature(rootHashSignature, toSign)
print("Check signature from merkleTree() call:", check)

toSign = data["rootHash"] + " " + data["timestamp"]
check = nodeApi.verifySignature(data["signature"], toSign)
print("Check signature from blockchain:", check)

# Note, verifySignature isn't unique to Weavechain, it's EdDSA public key cryptography and the verification is done locally

Check signature from merkleTree() call: True
Check signature from blockchain: True

Create a new session

WEAVE_CONFIG = "config/demo_ailineage_researcher.config"
nodeApiResearcher, sessionResearcher = connect_weave_api(WEAVE_CONFIG)

{"res":"ok","data":"pong 1691601135704"}

Get some tokens for testing

reply = nodeApiResearcher.compute(sessionResearcher, "gcr.io/weavechain/faucet_once", COMPUTE_DEFAULT).get()
display(reply)

{'res': 'ok',
 'target': {'operationType': 'COMPUTE',
  'organization': 'weavedemo',
  'account': 'researcher'},
 'data': {'console': '{"res":"ok","data":"pong 1691601136442"}\nDone.\n',
  'fees': '{"USDC":-10000}',
  'computeHash': 'HQ6z4kheRFZsZ1ne9FmpuFVX8vkY8v4V29yeDTzs25kE',
  'paramsHash': 'GKot5hBsd81kMupNCXHaqbhv3huEbxAFMLnpcX2hniwn',
  'WEAVE_API_KEY': 'c4a65d3625ab441296c7492b53611a8f0827a41d78e52746',
  'taskId': '251de82065fc47b0980c5fca8f655374',
  'consoleSignature': '2sdJDwcSKjsvpMDET27DDW4QqvQ6qKcAMMutULWwXhevzFg88PFUWvcFjFPdWAHp8rnbBS8nrSmSYJ58ghe3PV9X'}}

Check researcher balance

account = sessionResearcher.publicKey
reply = nodeApiResearcher.balance(sessionResearcher, account, "", token).get()
print("Custodial wallet", account, float(reply["data"]) / pow(10, decimals) if "data" in reply else 0)

Custodial wallet weavenGcGQRs4tLvgKAGBMDb9ZjhRd8VeBiQ9r8kX5sJwVMBt 10000.0

Train a model on the data

In this payments sample the researcher will pay 400 USDC and each contributor to the dataset will receive 1 USDC per article

reply = nodeApiResearcher.compute(sessionResearcher, "gcr.io/weavechain/train_model_dummy", COMPUTE_DEFAULT).get()
display(reply)

{'res': 'ok',
 'target': {'operationType': 'COMPUTE',
  'organization': 'weavedemo',
  'account': 'researcher'},
 'data': {'inputHash': 'HPyYW1p6Ze5LwH33dUy7t16YWjBKusosUBaqVdjgC7bF',
  'console': '{"res":"ok","data":"pong 1691601143564"}\nDone.\n',
  'rootHashes': '"{vault={medium_posts=GNgTXXfKtbH9ZwkKVwxTML7gd91FZLY6gnaM5Kr397JV}}"',
  'fees': '{"USDC":400}',
  'writesSignature': '4qy1wDsMnSmzgkcy7K88emGNVbVkvh6GnKoSLtVs8FZfnNRJcdmk4VDbACUp7rHFXDJDQfE4rfrktxwzFVBhq3oJ',
  'outputHash': '36UaD8YjacqVUxbbCoAssrkruugmmAWjC7sQLvKEJcNC',
  'outputSignature': 'LJTyKJH5Sa9J1V5JyX8QgU5FRWJqpdeN4EmnsokxyvqxmaML7fjWRi1X3Bo3GehUSty2aK54zZRjhimpYuU9mcz',
  'computeHash': 'A7QbDaGoRziyxW2d8QCn4pPZQGY92RVcHRPnxeUdEkCx',
  'WEAVE_API_KEY': 'be325a4cabee43ed9c79b7bdfa9e576e5d48abf92eb06f65',
  'output': '{count=337}',
  'input': '[{"hash":"hw/qXIEEVvZonVH0Eqi/WUguCgGpqQfqYFJXjLzaL5k=","scope":"vault","table":"medium_posts"}]',
  'writesHash': '6LfKoQQMqb8fYgA1PwBPKMhFaJ59Fn3DWw6qTRri4zjN',
  'paramsHash': 'GKot5hBsd81kMupNCXHaqbhv3huEbxAFMLnpcX2hniwn',
  'writes': '[]',
  'outputSignatureTs': '555XwrvzWGPmZnJmF8KFXyBTa3Us9Co7jiQbZFrbRNmiMz6jKCisVnmPxyRnV79E3v6B5zC8LYuYR7zUD3vZkKzz',
  'taskId': '1f79a579e9a948528bf2ffe53c8d84fa',
  'consoleSignature': '3WQatMFKUKkvM5mZ7gs5d34vvV36axBgSBPioWT8vBNRubAdKCRnMkifmMkCG7EkhP5qwBvGpCs28KpXkdCJxj5q',
  'ts': '1691601147577'}}

Model lineage

task_reply = reply["data"]

print("Compute Task Hash:", task_reply["computeHash"])
print("Input Hash:", task_reply["inputHash"])
print("Root Hashes:", task_reply.get("rootHashes"))
print("Output Hash:", task_reply["outputHash"])
print("Output Signature:", task_reply["outputSignatureTs"])

signature = task_reply["outputSignature"]
match = nodeApi.verifyLineageSignature(signature, task_reply.get("inputHash"), task_reply.get("computeHash"), task_reply.get("paramsHash"), task_reply["output"])
print("\nSignature Match:", match)

Compute Task Hash: A7QbDaGoRziyxW2d8QCn4pPZQGY92RVcHRPnxeUdEkCx
Input Hash: HPyYW1p6Ze5LwH33dUy7t16YWjBKusosUBaqVdjgC7bF
Root Hashes: "{vault={medium_posts=GNgTXXfKtbH9ZwkKVwxTML7gd91FZLY6gnaM5Kr397JV}}"
Output Hash: 36UaD8YjacqVUxbbCoAssrkruugmmAWjC7sQLvKEJcNC
Output Signature: 555XwrvzWGPmZnJmF8KFXyBTa3Us9Co7jiQbZFrbRNmiMz6jKCisVnmPxyRnV79E3v6B5zC8LYuYR7zUD3vZkKzz

Signature Match: True

Check the researcher balance

account = sessionResearcher.publicKey
reply = nodeApiResearcher.balance(sessionResearcher, account, "", token).get()
print("Custodial wallet:", account, float(reply["data"]) / pow(10, decimals) if "data" in reply else 0)

Custodial wallet: weavenGcGQRs4tLvgKAGBMDb9ZjhRd8VeBiQ9r8kX5sJwVMBt 9600.0

Check the balance for few of the authors

for i in range(5):
    account = df.iloc[i]["pubkey"]
    reply = nodeApi.balance(session, account, "", token).get()
    #print(reply)
    print("Custodial wallet", account, float(reply["data"]) / pow(10, decimals) if "data" in reply else 0)

Custodial wallet weaveyHb6WF1WBk5ZMQpMm1eG9uugi4MXnSgoAetTARcR9izE 4.0
Custodial wallet weavebvDnoef2cPLbRtqqH5uA2M1t6Svdz1C3d8zx43481W3z 3.0
Custodial wallet weavejZRDVDvctwquT1eQGM38v1tHubtPryRxq6K6rniVhkFq 1.0
Custodial wallet weaveiWV2dK7p3AHhBkwMBjPqpM6vVM78D62HdUUBYxmMzdKb 3.0
Custodial wallet weavez2Lr5qDk5LC3zPUxFakrxyRJUNb1LQ9QzEDHRG2Gm8ix 4.0

Verify inclusion

With SHA-256 hash

Compute the hash of one of the articles

row = [ sample_article ]
recordHash = nodeApi.hashRecord(row, salt)
print(recordHash)

2VDBUvpuQsZsxK79GFH1c3dujLG8GbwxGo2Xjxd3HoTc

Check the hash presence and validate the Merkle Tree

reply = nodeApi.verifyMerkleHash(session, tree, recordHash).get()
print(reply["data"])

true

Or get a Merkle Proof for the record hash and verify it

reply = nodeApi.merkleProof(session, data_collection, articles_table, recordHash).get()
#print(reply)
data = reply["data"]
display(data)

hashes = [ h.split(",") for h in data["proof"].split(";") ]
display(hashes)

proofSignature = data["signature"]
toSign = data["proof"] + " " + data["timestamp"] # the node signed the proof and the timestamp
check = nodeApi.verifySignature(proofSignature, toSign)
print(check)

{'signature': '3UxXK4pv34y49y24Mz4U9KCUREfw8sa8b3hEgpj24n2H2ggxiDp5VYfXn8tX7Lg7pBp9beV5PuQYL91kBsv7HgmM',
 'rootHash': 'GNgTXXfKtbH9ZwkKVwxTML7gd91FZLY6gnaM5Kr397JV',
 'proof': '4jCJGXd5SfZWQaB1EoxcLGTtYwWLKL9Z4RvUvCvSdCsg,2VDBUvpuQsZsxK79GFH1c3dujLG8GbwxGo2Xjxd3HoTc;GjS8hiFKJMBbGERrnFdx7qHjvgBzuvE93mXzd9anbcwD,8EnykTr6mqRZyiDnC2NznsZnHmugYU4MxEqYPDdu2b7o;eXchZzqyGmuUf5inuchRjwkKX543MHi8YJUSZg4xYsz,7QdfPwEZcCSNym8Tmm5MaN4imUPSe4eCroeHnRp4t8M5',
 'timestamp': '1691601151380'}



[['4jCJGXd5SfZWQaB1EoxcLGTtYwWLKL9Z4RvUvCvSdCsg',
  '2VDBUvpuQsZsxK79GFH1c3dujLG8GbwxGo2Xjxd3HoTc'],
 ['GjS8hiFKJMBbGERrnFdx7qHjvgBzuvE93mXzd9anbcwD',
  '8EnykTr6mqRZyiDnC2NznsZnHmugYU4MxEqYPDdu2b7o'],
 ['eXchZzqyGmuUf5inuchRjwkKX543MHi8YJUSZg4xYsz',
  '7QdfPwEZcCSNym8Tmm5MaN4imUPSe4eCroeHnRp4t8M5']]


True

With LSH + SHA-256

Check merkle tree of LSH hashes

salt = "salt1234" # Same salt used for records hashes, this can be improved to have different salts for *each distinct writer*
digest = "LSH(10)+SHA-256"

filter = Filter(None, None, None, None, [ "text" ])
reply = nodeApi.merkleTree(session, data_collection, articles_table, filter, salt, digest, READ_DEFAULT_NO_CHAIN).get()
tree = reply["data"]["tree"]
rootHash = reply["data"]["rootHash"]
ts = reply["data"]["timestamp"]
rootHashSignature = reply["data"]["signature"]

print("Generated at", ts)
print("Root Hash", rootHash)
print("Signature", rootHashSignature)
print("")
showtree(tree)

Generated at 1691601157023
Root Hash 5DnyzKSBmxcsVD32V5bE6AUxuNtAAx8mrcsPFK9EbVn8
Signature 5hN4D7vJuHUtYm62WcqaQBHduVnPZ2P7DKAsiWxXCX3wWSokLJcrGQibqz4N1yM9EjdF3YAQY7uoW2Bj3FeHe6kn

1 ['5DnyzKSBmxcsVD32V5bE6AUxuNtAAx8mrcsPFK9EbVn8']
2 ['8tXAuHYtu6mkA9QGTMpXjXdzeKjYKEEPUYn3GuMhcvk9', '4ZSiXeC5uoJiJPLf2T8cgvZACruUYhExbJhDB2pNjC5p']
3 ['EL3GfDjJQQqpFPgpgsyTxob72EkuZ3Ghhpu6m2bXGT6v', '38cjBvSUFjv5KHKPQLrnsqVfzWBtp5RCY9TaNLy8Gwdv', '4ZSiXeC5uoJiJPLf2T8cgvZACruUYhExbJhDB2pNjC5p']
4 ['4yULNsbmvt1u6bKvSvoRbH7DopXKMojm7GvoJ3UrtitK', 'Cx4HjHHehQ5m1ihwkh953UEvRvMFjQYsWShD4WFZrcpu', '8dveuxRKcKrpN1JpiHyiY8U47ndmhTAKJuKKih4KAHVX', '37WLFxzvwcfZoYAFZgvSCfxY1aeHmXhdnnnBmVDgo57o', 'H6c5BYzru6r7Uuay4NrffADTN78qPPQ7YeXj7RJ16TPD', 'DGrVuXYdcvNBvjZiQHh2NKemFjYyKfbtHQthTHMWMwZe']
5 ['7mLjHdYTpvRLo7yUrZnk9ex9pTkGfH5MRmnXeWkkJjsK', 'CiUQWt4X5SeQT7s7UVY3BWcZ8qvZ49ENkuXiSoKcm3r8', 'DGXfe1jerX79pp3XbkQbBuZhsnRRGZfNUrRsPxkizsUL', '9skdsALnq3Tu59ieY2pTUns28EicUSWaXkzrhYzF8bdN', '215rv4b6h6qLPfCwTvXw2Ua9ZhiAzge3tmwgLGZCuPtY', 'CAprMrzbNcRHpD85sJeFtH7qUG5ctMAaVjtqkTq8xrJD', '7cEPBG4zGSRZNco1bN5H39uu294kxXtrdq24ntfLvYk5', 'CJ4GuTDqcfKdXF8GE38rk6T1yb6A7aFH7yHv4bDwfuUK', 'J1Hg87BCzZT7TqvnVV8F2bjg2VmjUkSfcyLz41a5civN', '4jjTfXeXx3SSnPGtTWyGhb55nBd4CSgaTKAq72bvB74N', 'DGrVuXYdcvNBvjZiQHh2NKemFjYyKfbtHQthTHMWMwZe']
6 ['CND4exZZbJpUS37P6eVZauvZfZ76DbuLGuaUYmGvxpFF', '4CRd3YRxri9wfPKUUW5UDMT7xvtAERS2Cf7ufJmyztJ1', '3PG8wSPpwxqpWU71Fqx6Bb4GgxZRE3NKU8QniU6SL6Zy', '6Xpr93DypuyEikiyR6w2zKb8WFXUZk5edVFrVxFvH4Mm', 'Azo6R39Pf7HLzdr369yM9rg4Tmu28fLCJDQyktsZBjZ1', '5c1VV866TGxQ9NhvUR2PsUfFiGr4995QMHn6T7xVs8MF', 'HmSHTCE4mUBRNLxQjQpqG4BWMSvW2dTMCbxbCngy7wLv', 'FRxFferiA6zaeQy7LYcDnZWK6BmkMRSwgjYsfr5JMw4M', 'G1UKKQRVBXZu7ru7KT5GPEN4nGsAxZGseeHBXGYhGrW7', 'FFHZZ9LoM3nfzirRp5G4dN4U6rsH2dZqMqxxTLtQvLJy', 'GG6ESrvibgcnukgxirQ6NNusaZ85RdyQneCQwAGc2kWy', 'ECvo3LB6xDdiMhwL9ntZE3gytwQ3f3BfH7GyNUwFwtkL', 'CXVcm4HHeE6GMgCxpaVbhHqUxFV6Z5FWMkJUQov5sRzi', '6qyDjVHYZfFwyDP6XRkY3WzobN5eZUgsSs6N1hf94aKC', 'GreJaBHkC4Q3g9hxW14oZYF5ZvEYHPQKnv1xbDSoD8QE', '8ou7AXQUU19KXGYKnAv7DeNYnYVZ4h3CQms6Cr85eNLW', '5BxmXrjnzZNGUs4bdqCjYe1xJ4vCSbTPYimKiX1UkuzT', '5F1XmeB2ctvEmKE8tQEH956gNcgAzvFmv6TxD1MmdDkp', '9xE58CxcjJsKHTbWexm7B6pN9au4r1QKGep1Ui37Adkq', 'CkrbWb7WQDyEciBxKJRs9GL3btjHH3LhH2F929hZ3syR', '2GF5o2kbjto9qhrV3rDoPAycLF4b2kQ9hGXTBE8DqnCM', '65zuMnox82FoazB1N4reAyPfTQE7ChAMHzS8NG4Rm37D']
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7Pt..93o          Frb..MXV          3d5..wwb          65z..37D

Compute the hash of one of the articles

#!pip install java-random

import re
import hashlib
from javarandom import Random

class MinHash(object):
    def __init__(self, num_perm=128, seed=42):
        self.num_perm = num_perm
        self.seed = seed
        self.prime = int((1 << 61) - 1)
        self.proj_bits = 60
        self.max_hash = int((1 << 32) - 1)
        
        rng = Random(seed)
        self.perm1 = []
        self.perm2 = []
        self.hashes = []
        for i in range(num_perm):
            self.perm1.append(self._getrnd(rng))
            self.perm2.append(self._getrnd(rng))
            self.hashes.append(self.max_hash)

    def _getrnd(self, rng):
        b = [ 0 ] * int((self.proj_bits + 7) / 8)
        rng.nextBytes(b)
        v = 0
        for t in b:
            v = (v << 8) + (t if t >= 0 else 256 + t)
        return v % self.prime
        
    def update(self, item):
        h = int(hashlib.sha1(item).hexdigest(), 16)
        for i in range(self.num_perm):
            proj = ((self.perm1[i] * h + self.perm2[i]) % self.prime) & self.max_hash
            if proj < self.hashes[i]:
                #print(item, proj)
                self.hashes[i] = proj
                
    def digest(self):
        return self.hashes

print("LSH sample")
    
text1 = "This is a test, checking texts similarity"
h1 = MinHash(10)
for w in re.split("[\\s.,/]+", text1):
    h1.update(w.encode('utf8'))
print("\n" + text1)
print(h1.digest())

text2 = "This is a test, checking paragraphs similarity"
h2 = MinHash(10)
for w in re.split("[\\s.,/]+", text2):
    h2.update(w.encode('utf8'))
print("\n" + text2)
print(h2.digest())

text3 = "Paris is nice in the autumn"
h3 = MinHash(10)
for w in re.split("[\\s.,/]+", text3):
    h3.update(w.encode('utf8'))
print("\n" + text3)
print(h3.digest())

LSH sample

This is a test, checking texts similarity
[34496072, 64928703, 1518827583, 1855999512, 168639963, 449703904, 1025577060, 1762278405, 300275871, 418448513]

This is a test, checking paragraphs similarity
[34496072, 64928703, 1518827583, 1855999512, 168639963, 449703904, 1025577060, 1575904496, 300275871, 418448513]

Paris is nice in the autumn
[64757976, 64928703, 312058313, 500879909, 579335646, 821197043, 93461980, 1212287570, 1585736204, 979023225]

We take one of the articles and replace or Google references with Microsoft

text = sample_article
#print(text)

minhash = MinHash(num_perm=10)
for w in re.split("[\\s.,/]+", text):
    minhash.update(w.encode('utf8'))
print(minhash.digest())

text = sample_article.replace("Google", "Microsoft")

minhash2 = MinHash(num_perm=10)
for w in re.split("[\\s.,/]+", text):
    minhash2.update(w.encode('utf8'))
print(minhash2.digest())

recordHash = "LSH(10):" + json.dumps([ int(x) for x in minhash2.digest()])
print("Exact match: ", text==sample_article)
print("Locality Sensitive Hash match: ", minhash.digest()==minhash2.digest())

[646865, 617261, 1346772, 16793851, 8068838, 4173180, 15452610, 2220349, 18864302, 2868003]
[646865, 617261, 1346772, 16793851, 8068838, 4173180, 15452610, 2220349, 18864302, 2868003]
Exact match:  False
Locality Sensitive Hash match:  True

Check the locality sensitive hash presence and validate the Merkle Tree

reply = nodeApi.verifyMerkleHash(session, tree, recordHash, "LSH(10)+SHA-256").get()
#print(reply)
print(reply["data"])

true