Kaizen #13 - Bulk Write API

Kaizen #13 - Bulk Write API

Hello everyone!

Welcome to yet another post in the Kaizen series.
This week, we are going to discuss the Bulk Write API.

What is the Bulk Write API?

The bulk write API allows you to insert, update, and upsert records in a module in Zoho CRM in bulk. The primary difference between the bulk write API, and the Insert, Update, Upsert records API, is the number of records that you can handle. 

While you can insert, update, and upsert, only 100 records via the Insert, Update, and Upsert Records API per call, you can handle 25000 records via a Bulk Write API call.

When you should use the Bulk Write API?
  1. When you want to insert, update, or upsert more than 100 records per API call. 
  2. When you want to perform background processes like migration and initial data sync between Zoho CRM and external services.
Below are the differences between Insert, Update, Upsert Records API and the Bulk Write API.

Insert, Update, Upsert Records
Bulk Write API
You can insert, update, or upsert only 100 records per API call.
You can insert, update, or upsert 25000 records per API call.
The response is available instantly.
The response is not available instantly; the bulk write job is scheduled, and the status is available after job completion in the callback URL.
You will receive a success response. 
A downloadable ZIP file containing a CSV file, is available with ID, status, and errors if any.

How does the Bulk Write API work?

To insert, update, or upsert records in bulk, follow the below steps:

  1. Prepare your CSV file
  2. Upload your file
  3. Create a bulk write job
  4. Check the job status
  5. Download the result
Now, let us see each step in detail.

1. Prepare your CSV file

The Bulk Write API only accepts a CSV file compressed into a ZIP file as input. The first row should contain the field API names. Refer to the field metadata API, to get the field API names. Each subsequent row contains the data to be written in Zoho CRM. You can insert, update, or upsert records only in a single module through one bulk write API call. Refer to attachments to get a sample ZIP file to bulk-insert contacts. 

Input format for each data type

Datatype
Description
Single Line
Accepts up to 255 characters.
Accepts alphanumeric and special characters.
Ex: Mike O'Leary
Multi-Line
Small - accepts up to 2000 characters.
Large - accepts up to 32000 characters.
Ex: This is a sample description.
Email
Accepts valid email IDs.
Phone
Accepts up to 30 characters. This limit may vary based on the value configured in 'Number of characters allowed' in the properties pop-up of the field, in UI.
Accepts only numeric characters and '+' (to add extensions). 
Ex: 9800000099
Picklist
You can pass an existing pick list value. If you give a new one, it is automatically added to the pick list set.
The pick list value accepts all alphanumeric and special characters.
Ex: auto mobile
Multiselect Picklist
You can either pass the existing pick list values or add a new one. The values are separated by semicolon(;).
The pick list value accepts all alphanumeric and special characters.
Ex: Analytics;Bigdata
Date
Accepts date in yyyy-MM-dd format.
Ex: 2019-08-28
Date/Time
Accepts date and time in yyyy-MM-ddTHH:mm:ss±HH:mm
ISO 8601 format.
Number
Accepts numbers up to 9 digits. This limit may vary based on the value configured in 'Maximum digits allowed' in the properties pop-up of the field, in UI.
Accepts only numeric values.
Ex: 350
Currency
Before the decimal point - accepts numbers up to 16 digits.  This limit may vary based on the value configured in 'Maximum digits allowed' in the properties pop-up of the field, in UI.
After the decimal point - accepts precision up to 9 digits. This limit may vary based on the value configured in 'Number of decimal paces' in the properties pop-up of the field, in UI.
Decimal
Before the decimal point - accepts numbers up to 16 digits. This limit may vary based on the value configured in 'Maximum digits allowed' in the properties pop-up of the field, in UI.
After the decimal point - accepts precision up to 9 digits. This limit may vary based on the value configured in 'Number of decimal places' in the properties pop-up of the field, in UI.
Accepts only numeric values.
Ex: 250000.50
Percent
Accepts numbers up to 5 digits.
Accepts only numeric values.
Ex: 25
Long Integer
Accepts numbers up to 18 digits. This limit may vary based on the value configured in 'Maximum digits allowed' in the properties pop-up of the field, in UI.
Accepts only numeric values.
Ex: 0012345600012
Checkbox
Accepts Boolean values (true,false).
Ex: true
URL
Accepts valid URLs.
Lookup
Accepts the unique ID of the record, which you can get through the get records API.
Use the dot(.) operator to link the record. For instance, if there is an account lookup in the Contacts module, you can give the column name as Account.id
Ex: Account.id : 4150868000001136302

Note:
Multiselect and User datatype fields are not supported in Bulk Write.

Here is a sample content for a CSV file with different field types.



Note:
  1. To give multiple values for a multi-select pick list field, enclose them in double quotes("") and separate each value with the semicolon(;).
  2. If your multi-line field has more than one line, input them directly by enclosing them in double quotes("").
2. Upload your CSV file

This involves making a POST API call, with the ZIP file containing the required data. The file is passed as form-data input, with key as file. When the call is successful, you will receive a file_id which you can further use to create a bulk write job.

Headers

Header Name
Description
feature
bulk-write
X-CRM-ORG
Your zgid which you get from the organization API.




3. Create a bulk write job

In this step, make a POST API call with the file_id obtained from the previous step, the callback URL, operation type (insert, update, upsert), module, and field API names. When the call is successful, you will receive a job ID in the response. You can use this ID in another request to poll for the status of the job.

Request URL

{{api-domain}}/crm/bulk/v2/write

Sample Input for bulk insert

{
    "operation": "insert",
    "callback": {
        "method": "post"
    },
    "resource": [
        {
            "type": "data",
            "module": "Contacts",
            "file_id": "4150868000001038001",
            "field_mappings": [
                {
                    "api_name": "Last_Name",
                    "index": 0,
                    "default_value": {
                        "value": "DefaultValue"
                    }
                },
                {
                    "api_name": "Email",
                    "index": 1
                },
                {
                    "api_name": "Phone",
                    "index": 2
                }
            ]
        }
    ]
}

Sample Input for Bulk Update

{
  "operation": "update",
  "callBack": {
    "method": "post"
  },
  "resource": [
    {
      "type": "data",
      "module": "Contacts",
      "file_id": "4150868000001123001",
      "field_mappings": [
        {
          "api_name": "Last_Name",
          "index": 0
        },
        {
          "api_name": "Email",
          "index": 1
        },
        {
          "api_name": "Phone",
          "index": 2,
          "ignore_empty": true
        }
      ],
      "find_by": "Email"
    }
  ]
}

Input Keys

Key
Description
operation
string, mandatory
The operation to be done. The possible values are—insert, update, upsert.
insert - To insert records in bulk.
update - To update existing records in bulk.
upsert - To update if the record exists or insert the record.
callback
JSON object, mandatory
The callback details. Contains callback URL in the "callback" key and the "method" as post. 
resource
JSON array, mandatory
The details of the data in the ZIP file that is uploaded. 
  • "type" with value "data "
  • "module"- It is the module (API name) you want to write the data in, from the uploaded CSV file.  Refer to the module metadata for more details.
  • "file_id" - It is the file ID obtained in the previous step.
field_mappings
JSON array, mandatory
The details about the fields given in the CSV file. Each object corresponds to each field in the CSV file. Mention the position of the fields in the CSV file in the "index" key, that must start from 0. 
"default_value" key can be used when a few fields are left blank, and you want the system to fill the default details.
ignore_empty
boolean, optional
If you have a few empty fields while updating the record and you want the system to ignore it, input the value as true.
find_by
string, mandatory (for Update and Upsert)
The system finds the record to be updated by the "find_by" field. It must be a unique field configured in Zoho CRM. 

To check the same, go to Setup > Modules and Fields > Choose Module > Choose Layout > Choose the field > Click on more options > Check if Do not allow duplicate values is enabled. 
Using field metadata API, you can get which fields can be set as unique fields in the CRM.



4. Check job status

The Bulk Write API supports polling and callback. 

Polling
You can poll to check the status of the scheduled bulk write job with the job ID you received in the previous step.

Request URL: {{api-domain}}/crm/bulk/v2/write/{job_id}
Request Method: GET



Sample Response

  1. The status can be either ADDED, INPROGRESS, or COMPLETED. Only the COMPLETED jobs will have the "download-URL" key in the response. 
  2. The "file" JSON object in the response represents the total count of records (added, skipped, updated). If the status is mentioned as "skipped" for any record, the reason will be displayed under the ERRORS column, in the downloaded ZIP file. 
{
  "status": "COMPLETED",
  "character_encoding": "UTF-8",
  "resource": [
    {
      "status": "COMPLETED",
      "type": "data",
      "module": "Contacts",
      "field_mappings": [
        {
          "api_name": "Email",
          "index": 1,
          "format": null,
          "find_by": null,
          "module": null,
          "default_value": null
        },
        {
          "api_name": "Last_Name",
          "index": 0,
          "format": null,
          "find_by": null,
          "module": null,
          "default_value": {
            "name": null,
            "module": null,
            "value": "DefaultValue"
          }
        },
        {
          "api_name": "Phone",
          "index": 2,
          "format": null,
          "find_by": null,
          "module": null,
          "default_value": null
        }
      ],
      "file": {
        "status": "COMPLETED",
        "name": "Contacts.csv",
        "added_count": 7,
        "skipped_count": 0,
        "updated_count": 0,
        "total_count": 7
      }
    }
  ],
  "id": "4150868000001060014",
  "callback": {
    "method": "post"
  },
  "result": {
  },
  "created_by": {
    "id": "4150868000000225013",
    "name": "Patricia Boyle"
  },
  "operation": "insert",
  "created_time": "2020-01-03T15:19:52+05:30"
}

Callback
If you do not want to poll for the status of the job, you can wait for the system to notify you of job completion on the callback URL provided in the POST request.

  • The state indicates the successful completion ("state":"COMPLETED") or failure ("state":"FAILED") of the job.
  • The callback response will also contain the download URL if the job was completed successfully.

5. Download the result

In this step you can get the result of the bulk write job in a ZIP containing the CSV file. Call the 'download_url' to download the result. The CSV file will contain the first three mapped columns from the uploaded file, and three more columns—STATUS, RECORD_ID, and ERRORS.

Request URL: {{api-domain}}/crm/bulk/v2/write/{job_id}/result

Sample Response



You can see that out of four records, one was skipped because the unique field had a duplicate value.

Limitations
  • You can upload only one ZIP file per bulk write API call.
  • You can bulk write to only one module per API call.
  • The size of the ZIP file being uploaded must not exceed 25 MB. If the file size exceeds the size limit, you must split the file and schedule it as multiple bulk write jobs. Also, you can bulk write only up to 25000 records with 200 column headers per bulk write API call.
  • Every successfully scheduled bulk write job reduces 500 credits from your daily credit limit. 
  • All the mandatory fields must be given in the CSV file if you are trying to insert records. Similarly, ID is mandatory when you are trying to update records.
  • Subforms are not supported in Bulk Write.
  • Consider that you have a lookup field in the Leads module, that looks up to other leads. You cannot have the value of this field as another Lead that is being written in this bulk write job. In other words, you can only lookup to an existing lead.
    For limitations, refer to limitations in our API guide.
    We hope you found this post useful. If you have any further queries, reach out to us at support@zohocrm.com or let us know in the comments section.

    Cheers!
        Previous 'Kaizen' - Bulk Read API
        Next 'Kaizen' - Notification API



    • Sticky Posts

    • Kaizen #197: Frequently Asked Questions on GraphQL APIs

      🎊 Nearing 200th Kaizen Post – We want to hear from you! Do you have any questions, suggestions, or topics you would like us to cover in future posts? Your insights and suggestions help us shape future content and make this series better for everyone.
    • Kaizen #198: Using Client Script for Custom Validation in Blueprint

      Nearing 200th Kaizen Post – 1 More to the Big Two-Oh-Oh! Do you have any questions, suggestions, or topics you would like us to cover in future posts? Your insights and suggestions help us shape future content and make this series better for everyone.
    • Celebrating 200 posts of Kaizen! Share your ideas for the milestone post

      Hello Developers, We launched the Kaizen series in 2019 to share helpful content to support your Zoho CRM development journey. Staying true to its spirit—Kaizen Series: Continuous Improvement for Developer Experience—we've shared everything from FAQs
    • Kaizen #193: Creating different fields in Zoho CRM through API

      🎊 Nearing 200th Kaizen Post – We want to hear from you! Do you have any questions, suggestions, or topics you would like us to cover in future posts? Your insights and suggestions help us shape future content and make this series better for everyone.
    • Client Script | Update - Introducing Commands in Client Script!

      Have you ever wished you could trigger Client Script from contexts other than just the supported pages and events? Have you ever wanted to leverage the advantage of Client Script at your finger tip? Discover the power of Client Script - Commands! Commands
    • Recent Topics

    • How do you print a refund check to customer?

      Maybe this is a dumb question, but how does anyone print a refund check to a customer? We cant find anywhere to either just print a check and pick a customer, or where to do so from a credit note.
    • Notebook

      I have purchased the monthly pro subscription of Notebook. But it does not support my XP-Pen to write something in it. So it is not useful to me. Hence I am requesting you to help me to discontinue this subscription.
    • Domain Mapping & Image Publishing Issues on Zoho Sites

      Hello, I am facing two issues with my Zoho Sites account: 1. Images not visible after publishing. 2. Domain mapping error: "Domain already exists". I am a paid customer. Please connect me with Live Chat Support or Zoho Assist so I can show my issue
    • Prevent duplicate with custom fields?

      I was wondering something about custom field/custom modules in Zoho Desk. For some reason you can make a custom field mandatory but not unique? For example, if I create a custom module to manage equipment and renewal and make a field serial number no
    • Round robin

      Hi, I'm trying to set up a round robin to automatically distribute tickets between agents in my team but only those tickets that are not otherwise distributed by other workflows or direct assignments. Is that possible and if so which criteria should I
    • "Is Zoho CRM customer" vs "Is linked with Zoho CRM"

      Recently while building a Flow, I was setting up a Decision action following a Zoho Invoice Fetch record action. There were 2 choices that I had not seen as something I could manually action in Zoho Invoice: "Is Zoho CRM customer" and "Is linked with
    • Two currencies

      More and more I am finding that internattional payments' fees are unpredictable. I would like, on my invoices that are in a foreign currency (eg. USD$ or EUR€) for there to be a GBP£ TOTAL display alongside the invoice's currency total. This would make
    • Automatic Matching from Bank Statements / Feeds

      Is it possible to have transactions from a feed or bank statement automatically match when certain criteria are met? My use case, which is pretty broadly applicable, is e-commerce transactions for merchant services accounts (clearing accounts). In these
    • Generate leads from instagram

      hello i have question. If connect instagram using zoho social, it is possible to get lead from instagram? example if someone send me direct message or comment on my post and then they generate to lead
    • Kaizen #71 - Client Script ZDKs for Detail (Canvas) Page

      Hello everyone! Welcome back to another interesting Kaizen post. In this post, we can discuss Client Script ZDKs support for Detail (Canvas) Page. What is Detail (Canvas) Page? A Detail(Canvas) Page allows you to customize the record detail page to your
    • Where is the desktop app for Zoho Projects???

      As a project manager, I need a desktop app for the projects I manage. Yes, there's the web app, which is AWESOME for cross browser and platform compatibility... but I need a real desktop app for Projects that allow me to enter offline information where
    • How to Automate Monthly PDF Reports with Filters in Zoho Creator

      Hi everyone, I’m trying to build an automated monthly reporting process in Zoho Creator and would appreciate suggestions or best practices from anyone who has done something similar. What I’m trying to do: I have a form called New_Customer with fields
    • Feedback: Streamlining Note Management in Zoho Notebook

      Dear Team/Support, I would like to share some feedback regarding the note management system that could help improve usability and accessibility for users like myself. Notebook 1 (screenshot attached): Currently, the system does not allow selecting and
    • showing Limit exceeded

      Good afternoon...trust you're good. I've been having issues working with but it's not responding. it's showing Limit exceeded, sorry it seems like too many people are working on the sheet right now please try again later. meanwhile no one is working on
    • Converting Sales Order to Invoice via API; Problem with decimal places tax

      We are having problems converting a Sales Order to an Invoice via API Call. The cause of the issue is, that the Tax value in a Sales Order is sometimes calculated with up to 16 decimal places (e.g. 0.8730000000000001). The max decimal places allowed in
    • Sorting columns in Zoho Projects

      Hi, In project management best practice, sorting columns (ascending, descending) is an important tool. Sorting dates to see the order of tasks starting, sorting on priority or even on planned hours is a must for an efficient project control. Currently,
    • CRM : Function to add user name to text field

      I have a lookup field in a module that is linked to the CRM users so we can assign a Project Lead to the customer. Sadly Zoho Marketing Automation doesn't sync Lookup fields so I need to extract information from the lookup to text fields: Lookup field
    • Upload API

      I'm trying to use the Upload API to upload some images and attach them to comments (https://desk.zoho.com/DeskAPIDocument#Uploads#Uploads_Uploadfile) - however I can only ever get a 401 or bad request back. I'm using an OAuth token with the Desk.tickets.ALL
    • Losing description after merging tickets

      Hello, We merge tickets when they are about the same topic from the same client. It happens sometimes. We recently noticed that after the merger only the description from the master ticket is left in a thread. And the slave-ticket description is erased.
    • Option to Empty Entire Mailbox or Folder in Zoho Mail

      Hello Zoho Mail Team, How are you? We would like to request an enhancement to Zoho Mail that would allow administrators and users to quickly clear out entire folders or mailboxes, including shared mailboxes. Current Limitation: At present, Zoho Mail only
    • update linked contacts when update happens in account

      Hi, I have a custom field called Licence in the Accounts module. When someone buys a licence, I’d like to update a custom field in the related Contacts. How can I achieve this? I noticed that workflows triggered on Accounts only allow me to update fields
    • Problem Management Module

      I am looking for a Problem Management module within Zoho Desk. I saw in some training videos that this is available, and some even provided an annual price for it. I want an official confirmation on whether this is indeed available. This is not a particularly
    • Deluge sendmail in Zoho Desk schedule can't send email from a verified email address

      I am trying to add a scheduled action with ZDesk using a Deluge function that sends a weekly email to specific ticket client contacts I've already verified the email address for use in ZDesk, but sendmail won't allow it in its "from:" clause. I've attached
    • Unable to explore desk.zoho.com

      Greetings, I have an account with zoho which already has a survey subscription. I would like to explore desk.zoho.com, but when I visit it while logged in (https://desk.zoho.com/agent?action=CreatePortal) I just get a blank page. I have tried different
    • Offline support for mobile app

      Accessing your files and folders from your mobile devices is now quicker and simpler, thanks to the power of offline support. Whether on an Android or iOS device, you can use the Offline function to save files and folders, so you can review them even
    • Zoho Desk KB article embedded on another site.

      We embed KB articles from Zoho Desk on another site (our application). When opening the article in a new tab, there is no issue, but if we choose lightbox, we are getting an error "To protect your security, help.ourdomain.com will not allow Firefox to
    • Transitioning to API Credits in Zoho Desk

      At Zoho Desk, we’re always looking for ways to help keep your business operations running smoothly. This includes empowering teams that rely on APIs for essential integrations, functions and extensions. We’ve reimagined how API usage is measured to give
    • List of packaged components and if they are upgradable

      Hello, In reference to the article Components and Packaging in Zoho Vertical Studio, can you provide an overview of what these are. Can you also please provide a list of of components that are considered Packaged and also whether they are Upgradable?
    • Does Attari Messaging app have Bot option and APIB

      Hi, Does Attari also have Bot and API as we use in WhatsApp??
    • how to use validation rules in subform

      Is it possible to use validation rules for subforms? I tried the following code: entityMap = crmAPIRequest.toMap().get("record"); sum = 0; direct_billing = entityMap.get("direct_billing_details"); response = Map(); for each i in direct_billing { if(i.get("type")
    • How to add application logo

      I'm creating an application which i do not want it to show my organization logo so i have changed the setting but i cannot find where to upload/select the logo i wish to use for my application. I have seen something online about using Deluge and writing
    • Introducing Keyboard Shortcuts for Zoho CRM

      Dear Customers, We're happy to introduce keyboard shortcuts for Zoho CRM features! Until now, you might have been navigating to modules manually using the mouse, and at times, it could be tedious, especially when you had to search for specific modules
    • Empowered Custom Views: Cross-Module Criteria Now Supported in Zoho CRM

      Hello everyone, We’re excited to introduce cross-module criteria support in custom views! Custom views provide personalized perspectives on your data and that you can save for future use. You can share these views with all users or specific individuals
    • Send Automated WhatsApp Messages and Leverage the Improved WhatsApp Templates

      Greetings, I hope all of you are doing well. We're excited to announce a major upgrade to Bigin's WhatsApp integration that brings more flexibility, interactivity, and automation to your customer messaging. WhatsApp message automation You can now use
    • Verifying Zoho Mail Functionality After Switching DNS from Cloudflare to Hosting Provider

      I initially configured my domain's (https://roblaxmod.com/) email with Zoho Mail while using Cloudflare to manage my DNS records (MX, SPF, etc.). All services were working correctly. Recently, I have removed my site from Cloudflare and switched my domain's
    • Zoho Analytics Regex Support

      When can we expect full regex support in Zoho Analytics SQL such as REGEXP_REPLACE? Sometimes I need to clean the data and using regex functions is the easiest way to achieve this.
    • Change of Blog Author

      Hi, I am creating the blog post on behalf of my colleague. When I publish the post, it is showing my name as author of the post which is not intended and needs to be changed to my colleague's name. How can I change the name of the author in the blogs?? Thanks, Ramanan
    • Show Attachments in the customer portal

      Hi, is it possible to show the Attachments list in the portal for the particular module? Bests.
    • Does Zoho Docs have a Line Number function ?

      Hi, when collaborating with coding tasks, I need an online real time share document that shows line numbers. Does Zoho's docs offer this feature ? If yes, how can I show them ? Regards, Frank
    • Please make it easier to Pause syncing

      right now it takes 3 clicks to get there. sounds silly, but can you make it just 2 clicks to get it done instead? thats how dropbox does it, 2 clicks to pause instead of 3.
    • Next Page