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CI makes teamwork easier for developers and keeps projects manageable and on track.",[1905,1907,1909,1911,1914,1917,1920,1923],{"id":518,"slug":1906},"externalized-string",{"id":641,"slug":1908},"intellij-idea",{"id":535,"slug":1910},"integrated-development-kit-ide",{"id":1912,"slug":1913},203,"no-code",{"id":1915,"slug":1916},219,"platform-engineering",{"id":1918,"slug":1919},220,"internal-developer-portal",{"id":1921,"slug":1922},221,"developer-onboarding-experience",{"id":1924,"slug":1925},222,"gitops",{"id":1613,"status":5,"owner":1884,"created_on":1885,"title":715,"excerpt":1927,"content":1928,"slug":714,"meta_title":10,"meta_description":10,"canonical":10,"related_terms":1929},"JSON stands for JavaScript Object Notation and it's a widely used file format.","JSON is a lightweight format for storing and transporting data originally specified by Douglas Crockford in the early 2000s. It is often used when data is sent from a server to a web page.  It is \"self-describing\" and highly understandable, as it is easy for humans to read and write and for machines to parse and generate.\n\nThis programming language is independent but it is derived from the JavaScript\u002FECMAScript programming language and uses the conventions familiar to programmers of the C series of languages ​​(including C, C++, C#, Java, JavaScript, Perl, and Python).\n\nJSON is one of the best localizable file formats you can use to store your project's externalized strings. Localazy fully supports and lets you manage and translate your JSON files. \n\n## Further reading:\n- [Quick Start - JSON](https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fcli\u002Fquick-start-json)\n- [File Format - JSON](https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fcli\u002Fjson-format)\n- [JavaScript app localization with i18next and Localazy](https:\u002F\u002Flocalazy.com\u002Fblog\u002Fjavascript-app-localization-i18next-localazy)",[1930,1932,1933,1935],{"id":319,"slug":1931},"java",{"id":518,"slug":1906},{"id":1934,"slug":707},75,{"id":1936,"slug":1937},83,"python","Learn how to translate texts from your PostgreSQL database with Localazy. The tutorial explains a simple workflow using JSON files and Localazy CLI to transfer the data. ","\u003Cp>Localazy is a complete localization suite built with developers in mind. Localazy allows you to \u003Ca href=\"\u002Ftags\u002Fautomated-localization\">fully automate the localization\u003C\u002Fa> of your projects. The most common use case is when your localizable texts are placed in a file (or multiple files) in one of the \u003Ca href=\"\u002Fintegrations\">supported formats\u003C\u002Fa> (such as \u003Ca href=\"\u002Fjson\">JSON\u003C\u002Fa>, \u003Ca href=\"\u002Fandroid\">Android XML\u003C\u002Fa>, \u003Ca href=\"\u002Fios\">iOS’s .strings\u003C\u002Fa>, etc.), then you can comfortably use the \u003Ca href=\"\u002Ffeatures\u002Fcli\">Localazy CLI\u003C\u002Fa> and integrate your project with our platform literally within minutes.\u003C\u002Fp>\u003C!--kg-card-begin: html-->\u003Ciframe width=\"100%\" height=\"560px\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FbRILfGZ2gK8\" title=\"How to Create Multilingual Apps with Localazy - Platform Agnostic Continuous Localization\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen>\u003C\u002Fiframe>\u003C!--kg-card-end: html-->\u003Cp>But what to do if you store translations in your database? One approach would be to use the \u003Ca href=\"\u002Ffeatures\u002Ftranslation-api\">Localazy API\u003C\u002Fa>, which is a very flexible choice that can solve even the most demanding scenarios. But usually, it can be unnecessarily complicated because what we are trying to achieve is also possible to do with a few simple bash scripts.\u003C\u002Fp>\u003Cp>The solution is usually simple, and \u003Cstrong>our CLI is perfectly ready to handle such situations when chained with other commands\u003C\u002Fstrong>. \u003C\u002Fp>\u003Cp>Let’s have a look at how to translate texts stored in a \u003Ca href=\"https:\u002F\u002Fwww.postgresql.org\u002F\">PostgreSQL\u003C\u002Fa> database, one of the most popular open-source databases out there.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"328\" height=\"364\">\u003C\u002Ffigure>\u003Ch2 id=\"introduction\">🐘 Introduction \u003Ca class=\"markdownit-header-anchor\" href=\"#introduction\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Cp>PostgreSQL has great support for manipulating JSON files, and for Localazy, JSON is being the most often used file format, so let’s stick with a simple workflow:\u003C\u002Fp>\u003Cp>\u003Cstrong>Upload:\u003C\u002Fstrong>\u003C\u002Fp>\u003Col>\u003Cli>Extract data from PostgreSQL and store them as JSON\u003C\u002Fli>\u003Cli>Upload the JSON file to Localazy for translating\u003C\u002Fli>\u003C\u002Fol>\u003Cp>\u003Cstrong>Download:\u003C\u002Fstrong>\u003C\u002Fp>\u003Col>\u003Cli>Download translated JSON files from Localazy\u003C\u002Fli>\u003Cli>Import downloaded JSON files back to PostgreSQL\u003C\u002Fli>\u003C\u002Fol>\u003Cp>\u003Cstrong>To make this tutorial fully actionable so that you can test everything on your own, we use step-by-step instructions using PostgreSQL running in a docker container.\u003C\u002Fstrong>\u003C\u002Fp>\u003Cblockquote>This guide is designed for Linux systems as such are most often used for \u003Ca href=\"\u002Fdictionary\u002Fcontinuous-integration\u002F\">CI\u002FCD\u003C\u002Fa> or production systems, but it should be simple to update the behavior for any other operating system - we aren’t going to use any advanced commands, but some of the scripts may need alternative solution. You can also run the scripts in Linux-based docker container.\u003C\u002Fblockquote>\u003Ch2 id=\"initial-localazy-configuration\">🚩 Initial Localazy Configuration \u003Ca class=\"markdownit-header-anchor\" href=\"#initial-localazy-configuration\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Ch3 id=\"create-a-new-project\">Create a new project \u003Ca class=\"markdownit-header-anchor\" href=\"#create-a-new-project\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>First of all, \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fregister\">set up a new account\u003C\u002Fa> in Localazy or sign in and create a new project.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage-1.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"972\" height=\"576\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F04\u002Fimage-1.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage-1.png 972w\" sizes=\"(min-width: 720px) 720px\">\u003C\u002Ffigure>\u003Cp>Then find JSON in the list of integrations and select \"Command Line Interface\" as the integration method.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage-2.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1187\" height=\"334\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F04\u002Fimage-2.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2023\u002F04\u002Fimage-2.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage-2.png 1187w\" sizes=\"(min-width: 720px) 720px\">\u003C\u002Ffigure>\u003Cp>Now you can follow the rest of this tutorial, \u003Cstrong>keep the tab open or copy the readKey and writeKey somewhere\u003C\u002Fstrong> because you'll need them soon.\u003C\u002Fp>\u003Ch3 id=\"install-the-localazy-cli\">Install the Localazy CLI \u003Ca class=\"markdownit-header-anchor\" href=\"#install-the-localazy-cli\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>Make sure that the \u003Ccode>localazy\u003C\u002Fcode> command is available on your computer by installing the Localazy CLI. \u003C\u002Fp>\u003Cp>\u003Cstrong>➡️ \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fcli\u002Finstallation\">Follow the instructions in our documentation\u003C\u002Fa> \u003C\u002Fstrong>\u003C\u002Fp>\u003Cp>If you use a specific version (JVM or docker), just update the scripts below accordingly to account for different command execution.\u003C\u002Fp>\u003Ch3 id=\"prepare-the-folder-structure-and-config\">Prepare the folder structure and config \u003Ca class=\"markdownit-header-anchor\" href=\"#prepare-the-folder-structure-and-config\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>Create a folder \u003Ccode>pg-localazy\u003C\u002Fcode> which we'll use in this guide. In that folder, create a new file called \u003Ccode>localazy.json\u003C\u002Fcode> with a very basic configuration to upload a source language file \u003Ccode>locales\u002Fen.json\u003C\u002Fcode> and store translated files in the \u003Ccode>locales\u003C\u002Fcode> folder. \u003C\u002Fp>\u003Cblockquote>Learn more about \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fcli\u002Fthe-basics\">basic CLI commands\u003C\u002Fa> in the docs.\u003C\u002Fblockquote>\u003Cp>We'll also use \u003Ccode>filter_untranslated\u003C\u002Fcode> in \u003Ccode>features\u003C\u002Fcode> as we don’t want Localazy to populate missing translations with their source language version.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-json\">{\n \n  \"writeKey\": \"...\",\n  \"readKey\": \"...\",\n  \n  \"upload\": {  \n    \"type\": \"json\",\n    \"features\": [\"filter_untranslated\"],\n    \"files\": \"locales\u002Fen.json\"         \n  },\n  \n  \"download\": {\n    \"includeSourceLang\": true,\n    \"files\": \"locales\u002F${lang}.json\"\n  }\n  \n}\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cblockquote>Note: Please remember to use your own \u003Ccode>writeKey\u003C\u002Fcode> and \u003Ccode>readKey\u003C\u002Fcode> as mentioned above. \u003C\u002Fblockquote>\u003Cp>\u003Cstrong>And that’s it!\u003C\u002Fstrong> Localazy is configured, and we can move to the database part.\u003C\u002Fp>\u003Ch2 id=\"upload-and-download-translations\">🌎 Upload & download translations \u003Ca class=\"markdownit-header-anchor\" href=\"#upload-and-download-translations\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Ch3 id=\"prepare-the-script-and-upload-texts\">Prepare the script and upload texts \u003Ca class=\"markdownit-header-anchor\" href=\"#prepare-the-script-and-upload-texts\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>In \u003Ccode>pg-localazy\u003C\u002Fcode> folder, create a new file called \u003Ccode>init.sql\u003C\u002Fcode> with this content:\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-sql\">-- Create a new database for testing purposes\nCREATE DATABASE localazy_test;\n\n-- Connect to the newly created database\n\\c localazy_test;\n\n-- Create a new table for translations\nCREATE TABLE translations( \n\tid VARCHAR(256), \n\tlocale VARCHAR(12),\n\tcontent VARCHAR (4096),\n\tPRIMARY KEY (id, locale)\n);\n\n-- Populate translations table with some content\nINSERT INTO translations (id, locale, content) VALUES \n\t('settings', 'en', 'Settings'),\n\t('main_menu', 'en', 'Main Menu'),\n\t('share', 'en', 'Share'),\n\t('error_connection', 'en', 'Connection error occurred!');\n\n-- We can verify the content of the table\nSELECT * FROM translations;\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Launch testing PostgreSQL database using the latest docker container. Run the command in \u003Ccode>pg-localazy\u003C\u002Fcode> folder so \u003Ccode>$(pwd)\u003C\u002Fcode> is correctly pointing to it, making it available inside the container as \u003Ccode>\u002Fpg-localazy\u003C\u002Fcode>. To make things easier, just use \u003Ccode>host\u003C\u002Fcode> networking.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">docker run --rm --name pg --network host -v $(pwd):\u002Fpg-localazy -e POSTGRES_PASSWORD=pwd postgres\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Run \u003Ccode>psql\u003C\u002Fcode> command in the docker container so that we can create a new database and populate it with some data for our demo.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">docker exec -i pg psql --user postgres < init.sql\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Now, we have our testing database ready, along with four testing texts.\u003C\u002Fp>\u003Cp>Let’s create a simple bash script for extracting data from the database and uploading them to Localazy. In the \u003Ccode>pg-localazy\u003C\u002Fcode> folder, create a new file \u003Ccode>upload.sh\u003C\u002Fcode> with this content:\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">#!\u002Fbin\u002Fbash\n\n# Create temporary folder for language files\nmkdir -p locales\n\n# Run PSQL command, connect to the running PostgreSQL instance and issue SQL designed to\n# return data of the table for English in key-value JSON format. \ndocker run --rm --name psql --network host -v $(pwd):\u002Fpg-localazy postgres psql --host localhost --user postgres -t -d localazy_test -c \"SELECT json_object_agg(translations.id  \n, translations.content) FROM translations WHERE locale = 'en';\" > locales\u002Fen.json\n\n# Upload data to Localazy\nlocalazy upload\n\n# Remove the temporary folder\nrm -Rf locales\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Make the \u003Ccode>upload.sh\u003C\u002Fcode> file executable and run it. In just a few seconds, texts from the database are successfully uploaded to Localazy.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-34.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1024\" height=\"406\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F03\u002Fimage-34.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2023\u002F03\u002Fimage-34.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-34.png 1024w\" sizes=\"(min-width: 720px) 720px\">\u003C\u002Ffigure>\u003Cp>Now, just add a few new languages in Localazy, and you can \u003Ca href=\"\u002Fdocs\u002Fgeneral\u002Ftranslating-strings\">start translating\u003C\u002Fa>.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-35.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"996\" height=\"314\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F03\u002Fimage-35.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-35.png 996w\" sizes=\"(min-width: 720px) 720px\">\u003C\u002Ffigure>\u003Ch3 id=\"download-translations\">Download translations \u003Ca class=\"markdownit-header-anchor\" href=\"#download-translations\">🔗\u003C\u002Fa>\u003C\u002Fh3>\u003Cp>Once you are done with translating, we can implement a mechanism to get translated data back to our database. \u003C\u002Fp>\u003Cp>Let’s create another simple bash script for importing data back to the database. In the \u003Ccode>pg-localazy\u003C\u002Fcode> folder, create a new file \u003Ccode>download.sh\u003C\u002Fcode> with the content below. It downloads translated files from Localazy and stores them in a folder \u003Ccode>locales\u003C\u002Fcode> with a name \u003Ccode>{lang}.json\u003C\u002Fcode> (e.g., \u003Ccode>en.json\u003C\u002Fcode>, \u003Ccode>cs.json\u003C\u002Fcode>, \u003Ccode>de.json\u003C\u002Fcode>). Then, it goes through all JSON files in \u003Ccode>locales\u003C\u002Fcode> folder, and processes each of them using simple \u003Ccode>psql\u003C\u002Fcode> script.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">#!\u002Fbin\u002Fbash\n\n# Create temporary folder for language files\nmkdir -p locales\n\n# Download translated files from Localazy\nlocalazy download\n\n# Process all JSON files in locales folder\ncd locales\nfor file in *.json; do\nlangCode=\"${file%.*}\"\n\necho \"Processing ${langCode}...\"\n\ndocker run --rm --name psql -i --network host -v $(pwd):\u002Fpg-localazy postgres psql --host localhost --user postgres -t -d localazy_test << EOF\n\n-- Set the content from file\n\\\\set content \\`cat \u002Fpg-localazy\u002F${file}\\`\n\n-- Upsert data to database from the loaded JSON file\nINSERT INTO translations(id, locale, content) SELECT key AS id, '${langCode}' AS locale, value AS content FROM json_each(:'content'::json)\nON CONFLICT(id, locale) DO UPDATE SET content = excluded.content WHERE translations.content != excluded.content;\n\nEOF\n\ndone\n\n# Remove the temporary folder\ncd ..\nrm -Rf locales\n\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Make the \u003Ccode>download.sh\u003C\u002Fcode> file executable and run it. Voilá! It only takes a while to download files from Localazy and reimport them back to our database.\u003C\u002Fp>\u003Cp>Run a simple command to verify what we have in our translations table now. The result is exactly what we would expect.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">docker run --rm --name psql --network host -v $(pwd):\u002Fpg-localazy postgres psql --host localhost --user postgres -d localazy_test -c \"SELECT * FROM translations;\"\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-36.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"671\" height=\"320\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F03\u002Fimage-36.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-36.png 671w\">\u003C\u002Ffigure>\u003Ch2 id=\"conclusion\">✔️ Conclusion \u003Ca class=\"markdownit-header-anchor\" href=\"#conclusion\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Cp>The purpose of this article was to demonstrate that it’s easily possible to translate content in the PostgreSQL database using Localazy CLI.\u003C\u002Fp>\u003Cp>Of course, this article is just a simple example with a single database table. But you can easily tweak this mechanism to cover more tables, and you can also adapt queries to handle tables of different structures. It’s completely up to you how you approach it. You can also choose different file formats for temporary files etc.\u003C\u002Fp>\u003Ch2 id=\"files\">📁 Files \u003Ca class=\"markdownit-header-anchor\" href=\"#files\">🔗\u003C\u002Fa>\u003C\u002Fh2>\u003Cp>All the files used in this tutorial are available on GitHub: \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flocalazy\u002Flocalazy-postgres-demo\" rel=\"noopener noreferrer\">https:\u002F\u002Fgithub.com\u002Flocalazy\u002Flocalazy-postgres-demo\u003C\u002Fa> \u003C\u002Fp>",{"id":71,"status":5,"created_on":1941,"modified_on":1942,"icon":1943,"header":1944,"description":1945,"button_label":1946,"link":1947},"2022-03-17T12:23:03.000Z","2026-05-25T10:38:47.000Z","member","Why developers love Localazy 💖","From mobile apps to SaaS platforms. See how product teams handle translations without slowing down development.\n","See case studies","case-study",{"slug":1865,"id":1858,"uuid":1949,"title":1864,"html":1950,"comment_id":1858,"feature_image":1868,"featured":229,"visibility":1951,"email_recipient_filter":1952,"created_at":1953,"updated_at":1866,"published_at":1867,"custom_excerpt":1938,"codeinjection_head":1954,"codeinjection_foot":10,"custom_template":10,"canonical_url":10,"tags":1955,"authors":2004,"primary_author":2011,"primary_tag":2012,"url":2013,"excerpt":1938,"reading_time":41,"access":229,"send_email_when_published":227,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"email_subject":10,"frontmatter":10,"dictionary":1881,"cta":1940,"plainTags":1869},"900e0d6e-365f-455c-933b-4a038dfbe8b8","\u003Cp>Localazy is a complete localization suite built with developers in mind. Localazy allows you to \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Ftags\u002Fautomated-localization\">fully automate the localization\u003C\u002Fa> of your projects. The most common use case is when your localizable texts are placed in a file (or multiple files) in one of the \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Fintegrations\">supported formats\u003C\u002Fa> (such as \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Fjson\">JSON\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Fandroid\">Android XML\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Fios\">iOS’s .strings\u003C\u002Fa>, etc.), then you can comfortably use the \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Ffeatures\u002Fcli\">Localazy CLI\u003C\u002Fa> and integrate your project with our platform literally within minutes.\u003C\u002Fp>\u003C!--kg-card-begin: html-->\u003Ciframe width=\"100%\" height=\"560px\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FbRILfGZ2gK8\" title=\"How to Create Multilingual Apps with Localazy - Platform Agnostic Continuous Localization\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen>\u003C\u002Fiframe>\u003C!--kg-card-end: html-->\u003Cp>But what to do if you store translations in your database? One approach would be to use the \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Ffeatures\u002Ftranslation-api\">Localazy API\u003C\u002Fa>, which is a very flexible choice that can solve even the most demanding scenarios. But usually, it can be unnecessarily complicated because what we are trying to achieve is also possible to do with a few simple bash scripts.\u003C\u002Fp>\u003Cp>The solution is usually simple, and \u003Cstrong>our CLI is perfectly ready to handle such situations when chained with other commands\u003C\u002Fstrong>. \u003C\u002Fp>\u003Cp>Let’s have a look at how to translate texts stored in a \u003Ca href=\"https:\u002F\u002Fwww.postgresql.org\u002F\">PostgreSQL\u003C\u002Fa> database, one of the most popular open-source databases out there.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"328\" height=\"364\">\u003C\u002Ffigure>\u003Ch2 id=\"%F0%9F%90%98-introduction\">🐘 Introduction\u003C\u002Fh2>\u003Cp>PostgreSQL has great support for manipulating JSON files, and for Localazy, JSON is being the most often used file format, so let’s stick with a simple workflow:\u003C\u002Fp>\u003Cp>\u003Cstrong>Upload:\u003C\u002Fstrong>\u003C\u002Fp>\u003Col>\u003Cli>Extract data from PostgreSQL and store them as JSON\u003C\u002Fli>\u003Cli>Upload the JSON file to Localazy for translating\u003C\u002Fli>\u003C\u002Fol>\u003Cp>\u003Cstrong>Download:\u003C\u002Fstrong>\u003C\u002Fp>\u003Col>\u003Cli>Download translated JSON files from Localazy\u003C\u002Fli>\u003Cli>Import downloaded JSON files back to PostgreSQL\u003C\u002Fli>\u003C\u002Fol>\u003Cp>\u003Cstrong>To make this tutorial fully actionable so that you can test everything on your own, we use step-by-step instructions using PostgreSQL running in a docker container.\u003C\u002Fstrong>\u003C\u002Fp>\u003Cblockquote>This guide is designed for Linux systems as such are most often used for \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Fdictionary\u002Fcontinuous-integration\u002F\">CI\u002FCD\u003C\u002Fa> or production systems, but it should be simple to update the behavior for any other operating system - we aren’t going to use any advanced commands, but some of the scripts may need alternative solution. You can also run the scripts in Linux-based docker container.\u003C\u002Fblockquote>\u003Ch2 id=\"%F0%9F%9A%A9-initial-localazy-configuration\">🚩 Initial Localazy Configuration\u003C\u002Fh2>\u003Ch3 id=\"create-a-new-project\">Create a new project\u003C\u002Fh3>\u003Cp>First of all, \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fregister\">set up a new account\u003C\u002Fa> in Localazy or sign in and create a new project.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage-1.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"972\" height=\"576\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F04\u002Fimage-1.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage-1.png 972w\" sizes=\"(min-width: 720px) 720px\">\u003C\u002Ffigure>\u003Cp>Then find JSON in the list of integrations and select \"Command Line Interface\" as the integration method.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage-2.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1187\" height=\"334\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F04\u002Fimage-2.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2023\u002F04\u002Fimage-2.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F04\u002Fimage-2.png 1187w\" sizes=\"(min-width: 720px) 720px\">\u003C\u002Ffigure>\u003Cp>Now you can follow the rest of this tutorial, \u003Cstrong>keep the tab open or copy the readKey and writeKey somewhere\u003C\u002Fstrong> because you'll need them soon.\u003C\u002Fp>\u003Ch3 id=\"install-the-localazy-cli\">Install the Localazy CLI\u003C\u002Fh3>\u003Cp>Make sure that the \u003Ccode>localazy\u003C\u002Fcode> command is available on your computer by installing the Localazy CLI. \u003C\u002Fp>\u003Cp>\u003Cstrong>➡️ \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fcli\u002Finstallation\">Follow the instructions in our documentation\u003C\u002Fa> \u003C\u002Fstrong>\u003C\u002Fp>\u003Cp>If you use a specific version (JVM or docker), just update the scripts below accordingly to account for different command execution.\u003C\u002Fp>\u003Ch3 id=\"prepare-the-folder-structure-and-config\">Prepare the folder structure and config\u003C\u002Fh3>\u003Cp>Create a folder \u003Ccode>pg-localazy\u003C\u002Fcode> which we'll use in this guide. In that folder, create a new file called \u003Ccode>localazy.json\u003C\u002Fcode> with a very basic configuration to upload a source language file \u003Ccode>locales\u002Fen.json\u003C\u002Fcode> and store translated files in the \u003Ccode>locales\u003C\u002Fcode> folder. \u003C\u002Fp>\u003Cblockquote>Learn more about \u003Ca href=\"https:\u002F\u002Flocalazy.com\u002Fdocs\u002Fcli\u002Fthe-basics\">basic CLI commands\u003C\u002Fa> in the docs.\u003C\u002Fblockquote>\u003Cp>We'll also use \u003Ccode>filter_untranslated\u003C\u002Fcode> in \u003Ccode>features\u003C\u002Fcode> as we don’t want Localazy to populate missing translations with their source language version.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-json\">{\n \n  \"writeKey\": \"...\",\n  \"readKey\": \"...\",\n  \n  \"upload\": {  \n    \"type\": \"json\",\n    \"features\": [\"filter_untranslated\"],\n    \"files\": \"locales\u002Fen.json\"         \n  },\n  \n  \"download\": {\n    \"includeSourceLang\": true,\n    \"files\": \"locales\u002F${lang}.json\"\n  }\n  \n}\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cblockquote>Note: Please remember to use your own \u003Ccode>writeKey\u003C\u002Fcode> and \u003Ccode>readKey\u003C\u002Fcode> as mentioned above. \u003C\u002Fblockquote>\u003Cp>\u003Cstrong>And that’s it!\u003C\u002Fstrong> Localazy is configured, and we can move to the database part.\u003C\u002Fp>\u003Ch2 id=\"%F0%9F%8C%8E-upload-download-translations\">🌎 Upload & download translations\u003C\u002Fh2>\u003Ch3 id=\"prepare-the-script-and-upload-texts\">Prepare the script and upload texts\u003C\u002Fh3>\u003Cp>In \u003Ccode>pg-localazy\u003C\u002Fcode> folder, create a new file called \u003Ccode>init.sql\u003C\u002Fcode> with this content:\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-sql\">-- Create a new database for testing purposes\nCREATE DATABASE localazy_test;\n\n-- Connect to the newly created database\n\\c localazy_test;\n\n-- Create a new table for translations\nCREATE TABLE translations( \n\tid VARCHAR(256), \n\tlocale VARCHAR(12),\n\tcontent VARCHAR (4096),\n\tPRIMARY KEY (id, locale)\n);\n\n-- Populate translations table with some content\nINSERT INTO translations (id, locale, content) VALUES \n\t('settings', 'en', 'Settings'),\n\t('main_menu', 'en', 'Main Menu'),\n\t('share', 'en', 'Share'),\n\t('error_connection', 'en', 'Connection error occurred!');\n\n-- We can verify the content of the table\nSELECT * FROM translations;\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Launch testing PostgreSQL database using the latest docker container. Run the command in \u003Ccode>pg-localazy\u003C\u002Fcode> folder so \u003Ccode>$(pwd)\u003C\u002Fcode> is correctly pointing to it, making it available inside the container as \u003Ccode>\u002Fpg-localazy\u003C\u002Fcode>. To make things easier, just use \u003Ccode>host\u003C\u002Fcode> networking.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">docker run --rm --name pg --network host -v $(pwd):\u002Fpg-localazy -e POSTGRES_PASSWORD=pwd postgres\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Run \u003Ccode>psql\u003C\u002Fcode> command in the docker container so that we can create a new database and populate it with some data for our demo.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">docker exec -i pg psql --user postgres < init.sql\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Now, we have our testing database ready, along with four testing texts.\u003C\u002Fp>\u003Cp>Let’s create a simple bash script for extracting data from the database and uploading them to Localazy. In the \u003Ccode>pg-localazy\u003C\u002Fcode> folder, create a new file \u003Ccode>upload.sh\u003C\u002Fcode> with this content:\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">#!\u002Fbin\u002Fbash\n\n# Create temporary folder for language files\nmkdir -p locales\n\n# Run PSQL command, connect to the running PostgreSQL instance and issue SQL designed to\n# return data of the table for English in key-value JSON format. \ndocker run --rm --name psql --network host -v $(pwd):\u002Fpg-localazy postgres psql --host localhost --user postgres -t -d localazy_test -c \"SELECT json_object_agg(translations.id  \n, translations.content) FROM translations WHERE locale = 'en';\" > locales\u002Fen.json\n\n# Upload data to Localazy\nlocalazy upload\n\n# Remove the temporary folder\nrm -Rf locales\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Make the \u003Ccode>upload.sh\u003C\u002Fcode> file executable and run it. In just a few seconds, texts from the database are successfully uploaded to Localazy.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-34.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"1024\" height=\"406\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F03\u002Fimage-34.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw1000\u002F2023\u002F03\u002Fimage-34.png 1000w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-34.png 1024w\" sizes=\"(min-width: 720px) 720px\">\u003C\u002Ffigure>\u003Cp>Now, just add a few new languages in Localazy, and you can \u003Ca href=\"https:\u002F\u002Fghost.localazy.com\u002Fdocs\u002Fgeneral\u002Ftranslating-strings\">start translating\u003C\u002Fa>.\u003C\u002Fp>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-35.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"996\" height=\"314\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F03\u002Fimage-35.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-35.png 996w\" sizes=\"(min-width: 720px) 720px\">\u003C\u002Ffigure>\u003Ch3 id=\"download-translations\">Download translations\u003C\u002Fh3>\u003Cp>Once you are done with translating, we can implement a mechanism to get translated data back to our database. \u003C\u002Fp>\u003Cp>Let’s create another simple bash script for importing data back to the database. In the \u003Ccode>pg-localazy\u003C\u002Fcode> folder, create a new file \u003Ccode>download.sh\u003C\u002Fcode> with the content below. It downloads translated files from Localazy and stores them in a folder \u003Ccode>locales\u003C\u002Fcode> with a name \u003Ccode>{lang}.json\u003C\u002Fcode> (e.g., \u003Ccode>en.json\u003C\u002Fcode>, \u003Ccode>cs.json\u003C\u002Fcode>, \u003Ccode>de.json\u003C\u002Fcode>). Then, it goes through all JSON files in \u003Ccode>locales\u003C\u002Fcode> folder, and processes each of them using simple \u003Ccode>psql\u003C\u002Fcode> script.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">#!\u002Fbin\u002Fbash\n\n# Create temporary folder for language files\nmkdir -p locales\n\n# Download translated files from Localazy\nlocalazy download\n\n# Process all JSON files in locales folder\ncd locales\nfor file in *.json; do\nlangCode=\"${file%.*}\"\n\necho \"Processing ${langCode}...\"\n\ndocker run --rm --name psql -i --network host -v $(pwd):\u002Fpg-localazy postgres psql --host localhost --user postgres -t -d localazy_test << EOF\n\n-- Set the content from file\n\\\\set content \\`cat \u002Fpg-localazy\u002F${file}\\`\n\n-- Upsert data to database from the loaded JSON file\nINSERT INTO translations(id, locale, content) SELECT key AS id, '${langCode}' AS locale, value AS content FROM json_each(:'content'::json)\nON CONFLICT(id, locale) DO UPDATE SET content = excluded.content WHERE translations.content != excluded.content;\n\nEOF\n\ndone\n\n# Remove the temporary folder\ncd ..\nrm -Rf locales\n\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>Make the \u003Ccode>download.sh\u003C\u002Fcode> file executable and run it. Voilá! It only takes a while to download files from Localazy and reimport them back to our database.\u003C\u002Fp>\u003Cp>Run a simple command to verify what we have in our translations table now. The result is exactly what we would expect.\u003C\u002Fp>\u003Cpre>\u003Ccode class=\"language-bash\">docker run --rm --name psql --network host -v $(pwd):\u002Fpg-localazy postgres psql --host localhost --user postgres -d localazy_test -c \"SELECT * FROM translations;\"\n\u003C\u002Fcode>\u003C\u002Fpre>\u003Cfigure class=\"kg-card kg-image-card\">\u003Cimg src=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-36.png\" class=\"kg-image\" alt loading=\"lazy\" width=\"671\" height=\"320\" srcset=\"https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002Fsize\u002Fw600\u002F2023\u002F03\u002Fimage-36.png 600w, https:\u002F\u002Fghost.localazy.com\u002Fcontent\u002Fimages\u002F2023\u002F03\u002Fimage-36.png 671w\">\u003C\u002Ffigure>\u003Ch2 id=\"%E2%9C%94%EF%B8%8F-conclusion\">✔️ Conclusion\u003C\u002Fh2>\u003Cp>The purpose of this article was to demonstrate that it’s easily possible to translate content in the PostgreSQL database using Localazy CLI.\u003C\u002Fp>\u003Cp>Of course, this article is just a simple example with a single database table. But you can easily tweak this mechanism to cover more tables, and you can also adapt queries to handle tables of different structures. It’s completely up to you how you approach it. You can also choose different file formats for temporary files etc.\u003C\u002Fp>\u003Ch2 id=\"%F0%9F%93%81-files\">📁 Files\u003C\u002Fh2>\u003Cp>All the files used in this tutorial are available on GitHub: \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flocalazy\u002Flocalazy-postgres-demo\" rel=\"noopener noreferrer\">https:\u002F\u002Fgithub.com\u002Flocalazy\u002Flocalazy-postgres-demo\u003C\u002Fa> \u003C\u002Fp>","public","none","2023-03-28T21:16:14.000+02:00","{\"intercomArticleUrl\":\"\"}",[1956,1959,1962,1965,1970,1975,1980,1985,1990,1996,1999],{"id":1957,"name":1872,"slug":1873,"description":10,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1958},"6437e6f8047091000193b13d","https:\u002F\u002Fghost.localazy.com\u002Ftag\u002Fpostgresql\u002F",{"id":1960,"name":1875,"slug":1876,"description":1875,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1961},"60a37fc7cf7b6a0001d1f0fa","https:\u002F\u002Fghost.localazy.com\u002Ftag\u002Fhowto\u002F",{"id":1963,"name":1878,"slug":1879,"description":1878,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1964},"60a37fc7cf7b6a0001d1f0ea","https:\u002F\u002Fghost.localazy.com\u002Ftag\u002Fdevtips\u002F",{"id":1966,"name":1967,"slug":1968,"description":1945,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1969},"60a37fc7cf7b6a0001d1f11b","[CTA] Why developers love Localazy 💖","cta-13","https:\u002F\u002Fghost.localazy.com\u002Ftag\u002Fcta-13\u002F",{"id":1971,"name":1972,"slug":1973,"description":10,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1974},"60fffb486f8ebe0001bd8ddd","[COMSHARE]","comshare","https:\u002F\u002Fghost.localazy.com\u002Ftag\u002Fcomshare\u002F",{"id":1976,"name":1977,"slug":1978,"description":1886,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1979},"61b867a5df4bcb00010bc9c3","[DICT] API","term-109","https:\u002F\u002Fghost.localazy.com\u002Ftag\u002Fterm-109\u002F",{"id":1981,"name":1982,"slug":1983,"description":1892,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1984},"60a37fc7cf7b6a0001d1f155","[DICT] CI","term-56","https:\u002F\u002Fghost.localazy.com\u002Ftag\u002Fterm-56\u002F",{"id":1986,"name":1987,"slug":1988,"description":1902,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1989},"60a37fc7cf7b6a0001d1f157","[DICT] Continuous Integration","term-58","https:\u002F\u002Fghost.localazy.com\u002Ftag\u002Fterm-58\u002F",{"id":1991,"name":1992,"slug":1993,"description":1994,"feature_image":10,"visibility":1951,"og_image":10,"og_title":10,"og_description":10,"twitter_image":10,"twitter_title":10,"twitter_description":10,"meta_title":10,"meta_description":10,"codeinjection_head":10,"codeinjection_foot":10,"canonical_url":10,"accent_color":10,"url":1995},"61af9d57df4bcb00010bc95b","[DICT] JSON","term-108","JSON stands for JavaScript Object Notation and it's a widely used File 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