Mantenha tudo organizado com as coleções
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Este guia explica como usar a API Google Docs para fazer uma mala direta.
Introdução
Uma mala direta usa valores de linhas de uma planilha ou outra fonte de dados
e os insere em um modelo de documento. Isso permite criar um único documento principal (o modelo) com base no qual você pode gerar muitos documentos semelhantes, cada um personalizado com os dados que estão sendo mesclados. O resultado não é necessariamente usado para
correspondências ou cartas modelo, mas pode ser para qualquer finalidade, como gerar um lote de
faturas de clientes.
A mala direta existe há tanto tempo quanto as planilhas e os processadores de texto, e faz parte de muitos fluxos de trabalho comerciais hoje. A convenção é organizar os dados como um registro por linha, com as colunas representando campos nos dados, conforme mostrado na tabela a seguir:
Nome
Endereço
Zona
1
UrbanPq
Rua 1º de Maio, 123
Oeste
2
Pawxana
456 2nd St.
Sul
O app de exemplo nesta página mostra como usar as APIs do Google Docs, Planilhas e Drive para abstrair os detalhes de como as mala diretas são realizadas, protegendo os usuários de problemas de implementação. Para mais informações sobre essa amostra em Python, acesse o
repositório
do GitHub.
Exemplo de aplicativo
Esse app de exemplo copia seu modelo principal e mescla variáveis da fonte de dados designada em cada uma das cópias. Para testar esse app de exemplo, primeiro
configure seu modelo:
Anote o ID do documento do novo arquivo. Para mais informações, consulte ID do
documento.
Defina a variável DOCS_FILE_ID como o ID do documento.
Substitua as informações de contato por variáveis de marcador de posição do modelo que o
app vai mesclar com os dados selecionados.
Confira um modelo de carta
de exemplo
com marcadores de posição que podem ser mesclados com dados reais de uma fonte, como texto
simples ou o Google Sheets. Veja como fica o modelo:
Em seguida, escolha texto simples ou Google Sheets como sua origem de dados usando a variável SOURCE. O exemplo usa texto simples por padrão, ou seja, os dados de amostra usam a variável TEXT_SOURCE_DATA. Para extrair dados das
Planilhas Google, atualize a variável SOURCE para 'sheets' e aponte para nossa planilha de exemplo (ou a sua) definindo a variável SHEETS_FILE_ID.
Confira como a planilha aparece para entender o formato:
Teste o app com nossos dados de amostra e adapte-o aos seus dados e caso de uso. O aplicativo de linha de comando funciona da seguinte maneira:
Configuração
Buscar os dados da fonte
Faça um loop em cada linha de dados
Criar uma cópia do modelo
Mesclar a cópia com os dados
Link de saída para o documento recém-mesclado
Todas as cartas recém-mescladas também aparecem no Meu Drive do usuário. Um exemplo de carta mesclada é assim:
importtimeimportgoogle.authfromgoogleapiclient.discoveryimportbuildfromgoogleapiclient.errorsimportHttpError# Fill-in IDs of your Docs template & any Sheets data sourceDOCS_FILE_ID="195j9eDD3ccgjQRttHhJPymLJUCOUjs-jmwTrekvdjFE"SHEETS_FILE_ID="11pPEzi1vCMNbdpqaQx4N43rKmxvZlgEHE9GqpYoEsWw"# authorization constantsSCOPES=(# iterable or space-delimited string"https://www.googleapis.com/auth/drive","https://www.googleapis.com/auth/documents","https://www.googleapis.com/auth/spreadsheets.readonly",)# application constantsSOURCES=("text","sheets")SOURCE="text"# Choose one of the data SOURCESCOLUMNS=["to_name","to_title","to_company","to_address"]TEXT_SOURCE_DATA=(("Ms. Lara Brown","Googler","Google NYC","111 8th Ave\nNew York, NY 10011-5201",),("Mr. Jeff Erson","Googler","Google NYC","76 9th Ave\nNew York, NY 10011-4962",),)# fill-in your data to merge into document template variablesmerge={# sender data"my_name":"Ayme A. Coder","my_address":"1600 Amphitheatre Pkwy\nMountain View, CA 94043-1351","my_email":"http://google.com","my_phone":"+1-650-253-0000",# - - - - - - - - - - - - - - - - - - - - - - - - - -# recipient data (supplied by 'text' or 'sheets' data source)"to_name":None,"to_title":None,"to_company":None,"to_address":None,# - - - - - - - - - - - - - - - - - - - - - - - - - -"date":time.strftime("%Y %B %d"),# - - - - - - - - - - - - - - - - - - - - - - - - - -"body":("Google, headquartered in Mountain View, unveiled the new ""Android phone at the Consumer Electronics Show. CEO Sundar ""Pichai said in his keynote that users love their new phones."),}creds,_=google.auth.default()# pylint: disable=maybe-no-member# service endpoints to Google APIsDRIVE=build("drive","v2",credentials=creds)DOCS=build("docs","v1",credentials=creds)SHEETS=build("sheets","v4",credentials=creds)defget_data(source):"""Gets mail merge data from chosen data source."""try:ifsourcenotin{"sheets","text"}:raiseValueError(f"ERROR: unsupported source {source}; choose from {SOURCES}")returnSAFE_DISPATCH[source]()exceptHttpErroraserror:print(f"An error occurred: {error}")returnerrordef_get_text_data():"""(private) Returns plain text data; can alter to read from CSV file."""returnTEXT_SOURCE_DATAdef_get_sheets_data(service=SHEETS):"""(private) Returns data from Google Sheets source. It gets all rows of 'Sheet1' (the default Sheet in a new spreadsheet), but drops the first (header) row. Use any desired data range (in standard A1 notation). """return(service.spreadsheets().values().get(spreadsheetId=SHEETS_FILE_ID,range="Sheet1").execute().get("values")[1:])# skip header row# data source dispatch table [better alternative vs. eval()]SAFE_DISPATCH={k:globals().get(f"_get_{k}_data")forkinSOURCES}def_copy_template(tmpl_id,source,service):"""(private) Copies letter template document using Drive API then returns file ID of (new) copy. """try:body={"name":f"Merged form letter ({source})"}return(service.files().copy(body=body,fileId=tmpl_id,fields="id").execute().get("id"))exceptHttpErroraserror:print(f"An error occurred: {error}")returnerrordefmerge_template(tmpl_id,source,service):"""Copies template document and merges data into newly-minted copy then returns its file ID. """try:# copy template and set context data struct for merging template valuescopy_id=_copy_template(tmpl_id,source,service)context=merge.iteritems()ifhasattr({},"iteritems")elsemerge.items()# "search & replace" API requests for mail merge substitutionsreqs=[{"replaceAllText":{"containsText":{"text":"{{%s}}"%key.upper(),# {{VARS}} are uppercase"matchCase":True,},"replaceText":value,}}forkey,valueincontext]# send requests to Docs API to do actual mergeDOCS.documents().batchUpdate(body={"requests":reqs},documentId=copy_id,fields="").execute()returncopy_idexceptHttpErroraserror:print(f"An error occurred: {error}")returnerrorif__name__=="__main__":# get row data, then loop through & process each form letterdata=get_data(SOURCE)# get data from data sourcefori,rowinenumerate(data):merge.update(dict(zip(COLUMNS,row)))print("Merged letter %d: docs.google.com/document/d/%s/edit"%(i+1,merge_template(DOCS_FILE_ID,SOURCE,DRIVE)))
Para mais informações, consulte o arquivo README e o código-fonte completo do aplicativo
no repositório do GitHub do app de exemplo.
[null,null,["Última atualização 2025-08-29 UTC."],[],[],null,["# Mail merge with Docs API\n\nThis guide explains how to use the Google Docs API to perform a mail merge.\n| **Note:** If you want to perform a mail merge using the Gmail web UI, see [Send personalized emails with mail\n| merge](https://support.google.com/mail/answer/12921167).\n\nIntroduction\n------------\n\nA *mail merge* takes values from rows of a spreadsheet or another data source\nand inserts them into a template document. This lets you create a single primary\ndocument (the template) from which you can generate many similar documents, each\ncustomized with the data being merged. The result isn't necessarily used for\nmail or form letters, but can be for any purpose, such as generating a batch of\ncustomer invoices.\n\nMail merge has been around for as long as there have been spreadsheets and word\nprocessors, and is part of many business workflows today. The convention is to\norganize the data as one record per row, with the columns representing fields in\nthe data, as shown in the following table:\n\n| | Name | Address | Zone |\n|---|---------|-------------|-------|\n| 1 | UrbanPq | 123 1st St. | West |\n| 2 | Pawxana | 456 2nd St. | South |\n\nThe sample app on this page shows how you can use the Google Docs,\nSheets, and Drive APIs to abstract away the\ndetails of how mail merges are performed, protecting users from implementation\nconcerns. More information on this Python sample can be found at the sample's\n[GitHub\nrepo](https://github.com/googleworkspace/python-samples/tree/main/docs/mail-merge).\n| **Note:** You must have a Google Cloud project set up so that you have credentials to make this work. More information is available in the [Python\n| quickstart](/workspace/docs/api/quickstart/python). Be sure to have the Google Drive, Docs, and Sheets APIs enabled in your project and your credentials JSON file downloaded as `credentials.json`.\n\nSample application\n------------------\n\nThis sample app copies your primary template and then merges variables from your\ndesignated data source into each of the copies. To try this sample app, first\nset up your template:\n\n1. [Create a Docs file](/workspace/docs/api/how-tos/documents). Choose the template you want to use.\n2. Note the new file's document ID. For more information, see [Document\n ID](/workspace/docs/api/concepts/document#document-id).\n3. Set the `DOCS_FILE_ID` variable to the document ID.\n4. Replace the contact information with template placeholder variables that the app will merge with the selected data.\n\nHere's a [sample letter\ntemplate](https://drive.google.com/open?id=1Xycxuuv7OhEQUuzbt_Mw0TPMq02MseSD1vZdBJ3nLjk)\nwith placeholders that can be merged with real data from a source such as plain\ntext or Sheets. Here's what that template looks like:\n\n| The structure of the template variables is arbitrary. The example uses values enclosed in double braces `{{VALUE}}` because text like this is extremely unlikely to appear in document content. This style of variable placeholder naming is similar to what you'll find in most templating libraries.\n\nNext, choose either plain text or Sheets as your data source\nusing the `SOURCE` variable. The sample defaults to plain text, meaning the\nsample data uses the `TEXT_SOURCE_DATA` variable. To source data from\nSheets, update the `SOURCE` variable to `'sheets'` and point it\nto [our sample\nsheet](https://drive.google.com/open?id=18yqXLEMx6l__VAIN-Zo52pL18F3rXn0_-K6gZ-vwPcc)\n(or your own) by setting the `SHEETS_FILE_ID` variable.\n\nHere's what the sheet looks like so you can see the format:\n\nTry the app with our sample data, then adapt it to your data and use case. The\ncommand-line application works like this:\n\n- Setup\n- Fetch the data from the data source\n- Loop through each row of data\n - Create a copy of the template\n - Merge the copy with the data\n - Output link to newly-merged document\n\nAll newly merged letters also show up in the user's My Drive. An\nexample of a merged letter looks something like this:\n\n| **Note:** For documents with multiple [tabs](/workspace/docs/api/how-tos/tabs), [`ReplaceAllTextRequest`](/workspace/docs/api/reference/rest/v1/documents/request#replacealltextrequest) by default applies to all tabs. See the request documentation for more information about how to work with tabs.\n\n### Source code\n\n### Python\n\ndocs/mail-merge/docs_mail_merge.py \n[View on GitHub](https://github.com/googleworkspace/python-samples/blob/main/docs/mail-merge/docs_mail_merge.py) \n\n```python\nimport time\n\nimport google.auth\nfrom googleapiclient.discovery import build\nfrom googleapiclient.errors import HttpError\n\n# Fill-in IDs of your Docs template & any Sheets data source\nDOCS_FILE_ID = \"195j9eDD3ccgjQRttHhJPymLJUCOUjs-jmwTrekvdjFE\"\nSHEETS_FILE_ID = \"11pPEzi1vCMNbdpqaQx4N43rKmxvZlgEHE9GqpYoEsWw\"\n\n# authorization constants\n\nSCOPES = ( # iterable or space-delimited string\n \"https://www.googleapis.com/auth/drive\",\n \"https://www.googleapis.com/auth/documents\",\n \"https://www.googleapis.com/auth/spreadsheets.readonly\",\n)\n\n# application constants\nSOURCES = (\"text\", \"sheets\")\nSOURCE = \"text\" # Choose one of the data SOURCES\nCOLUMNS = [\"to_name\", \"to_title\", \"to_company\", \"to_address\"]\nTEXT_SOURCE_DATA = (\n (\n \"Ms. Lara Brown\",\n \"Googler\",\n \"Google NYC\",\n \"111 8th Ave\\nNew York, NY 10011-5201\",\n ),\n (\n \"Mr. Jeff Erson\",\n \"Googler\",\n \"Google NYC\",\n \"76 9th Ave\\nNew York, NY 10011-4962\",\n ),\n)\n\n# fill-in your data to merge into document template variables\nmerge = {\n # sender data\n \"my_name\": \"Ayme A. Coder\",\n \"my_address\": \"1600 Amphitheatre Pkwy\\nMountain View, CA 94043-1351\",\n \"my_email\": \"http://google.com\",\n \"my_phone\": \"+1-650-253-0000\",\n # - - - - - - - - - - - - - - - - - - - - - - - - - -\n # recipient data (supplied by 'text' or 'sheets' data source)\n \"to_name\": None,\n \"to_title\": None,\n \"to_company\": None,\n \"to_address\": None,\n # - - - - - - - - - - - - - - - - - - - - - - - - - -\n \"date\": time.strftime(\"%Y %B %d\"),\n # - - - - - - - - - - - - - - - - - - - - - - - - - -\n \"body\": (\n \"Google, headquartered in Mountain View, unveiled the new \"\n \"Android phone at the Consumer Electronics Show. CEO Sundar \"\n \"Pichai said in his keynote that users love their new phones.\"\n ),\n}\n\ncreds, _ = google.auth.default()\n# pylint: disable=maybe-no-member\n\n# service endpoints to Google APIs\n\nDRIVE = build(\"drive\", \"v2\", credentials=creds)\nDOCS = build(\"docs\", \"v1\", credentials=creds)\nSHEETS = build(\"sheets\", \"v4\", credentials=creds)\n\n\ndef get_data(source):\n \"\"\"Gets mail merge data from chosen data source.\"\"\"\n try:\n if source not in {\"sheets\", \"text\"}:\n raise ValueError(\n f\"ERROR: unsupported source {source}; choose from {SOURCES}\"\n )\n return SAFE_DISPATCH[source]()\n except HttpError as error:\n print(f\"An error occurred: {error}\")\n return error\n\n\ndef _get_text_data():\n \"\"\"(private) Returns plain text data; can alter to read from CSV file.\"\"\"\n return TEXT_SOURCE_DATA\n\n\ndef _get_sheets_data(service=SHEETS):\n \"\"\"(private) Returns data from Google Sheets source. It gets all rows of\n 'Sheet1' (the default Sheet in a new spreadsheet), but drops the first\n (header) row. Use any desired data range (in standard A1 notation).\n \"\"\"\n return (\n service.spreadsheets()\n .values()\n .get(spreadsheetId=SHEETS_FILE_ID, range=\"Sheet1\")\n .execute()\n .get(\"values\")[1:]\n )\n # skip header row\n\n\n# data source dispatch table [better alternative vs. eval()]\nSAFE_DISPATCH = {k: globals().get(f\"_get_{k}_data\") for k in SOURCES}\n\n\ndef _copy_template(tmpl_id, source, service):\n \"\"\"(private) Copies letter template document using Drive API then\n returns file ID of (new) copy.\n \"\"\"\n try:\n body = {\"name\": f\"Merged form letter ({source})\"}\n return (\n service.files()\n .copy(body=body, fileId=tmpl_id, fields=\"id\")\n .execute()\n .get(\"id\")\n )\n except HttpError as error:\n print(f\"An error occurred: {error}\")\n return error\n\n\ndef merge_template(tmpl_id, source, service):\n \"\"\"Copies template document and merges data into newly-minted copy then\n returns its file ID.\n \"\"\"\n try:\n # copy template and set context data struct for merging template values\n copy_id = _copy_template(tmpl_id, source, service)\n context = merge.iteritems() if hasattr({}, \"iteritems\") else merge.items()\n\n # \"search & replace\" API requests for mail merge substitutions\n reqs = [\n {\n \"replaceAllText\": {\n \"containsText\": {\n \"text\": \"{{%s}}\" % key.upper(), # {{VARS}} are uppercase\n \"matchCase\": True,\n },\n \"replaceText\": value,\n }\n }\n for key, value in context\n ]\n\n # send requests to Docs API to do actual merge\n DOCS.documents().batchUpdate(\n body={\"requests\": reqs}, documentId=copy_id, fields=\"\"\n ).execute()\n return copy_id\n except HttpError as error:\n print(f\"An error occurred: {error}\")\n return error\n\n\nif __name__ == \"__main__\":\n # get row data, then loop through & process each form letter\n data = get_data(SOURCE) # get data from data source\n for i, row in enumerate(data):\n merge.update(dict(zip(COLUMNS, row)))\n print(\n \"Merged letter %d: docs.google.com/document/d/%s/edit\"\n % (i + 1, merge_template(DOCS_FILE_ID, SOURCE, DRIVE))\n )\n```\n\nFor more information, see the `README` file and the full application source code\nat the sample app's [GitHub\nrepo](https://github.com/googleworkspace/python-samples/tree/main/docs/mail-merge).\n\nRelated topics\n--------------\n\n- [Send personalized emails with mail merge](https://support.google.com/mail/answer/12921167)\n- [Create a mail merge with Gmail \\& Google Sheets](/apps-script/samples/automations/mail-merge)"]]