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    <title>Forem: benjeddou monem</title>
    <description>The latest articles on Forem by benjeddou monem (@benjeddou_monem_68600c6c8).</description>
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    <item>
      <title>🚀 Supercharge Your File Storage: SeaweedFS + PostgreSQL in 15 Minutes</title>
      <dc:creator>benjeddou monem</dc:creator>
      <pubDate>Sun, 23 Feb 2025 22:52:33 +0000</pubDate>
      <link>https://forem.com/benjeddou_monem_68600c6c8/supercharge-your-file-storage-seaweedfs-postgresql-in-15-minutes-407f</link>
      <guid>https://forem.com/benjeddou_monem_68600c6c8/supercharge-your-file-storage-seaweedfs-postgresql-in-15-minutes-407f</guid>
      <description>&lt;p&gt;&lt;strong&gt;Tired of choosing between file storage performance and metadata flexibility?&lt;/strong&gt; Discover how combining SeaweedFS's distributed storage with PostgreSQL's SQL power creates a production-ready solution. I'll walk you through a battle-tested Docker setup with pro tips! 🐳&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Combo Beats LevelDB 🔥
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;&lt;/th&gt;
&lt;th&gt;LevelDB (Default)&lt;/th&gt;
&lt;th&gt;PostgreSQL Power&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Query Capability&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Basic key-value&lt;/td&gt;
&lt;td&gt;Full SQL + JOINs&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Data Safety&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Single-node&lt;/td&gt;
&lt;td&gt;ACID Compliant&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Scalability&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Manual sharding&lt;/td&gt;
&lt;td&gt;Built-in replication&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Maintenance&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;File-level backups&lt;/td&gt;
&lt;td&gt;
&lt;code&gt;pg_dump&lt;/code&gt; + WAL archiving&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;&lt;strong&gt;Real-world advantage&lt;/strong&gt;: Need to find &lt;em&gt;"all PDFs edited by user X last week"?&lt;/em&gt; Try that with LevelDB! 🔍&lt;/p&gt;




&lt;h2&gt;
  
  
  Core Architecture: The Metadata Engine 🧠
&lt;/h2&gt;

&lt;h3&gt;
  
  
  The &lt;code&gt;filemeta&lt;/code&gt; Table Schema
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight sql"&gt;&lt;code&gt;&lt;span class="k"&gt;CREATE&lt;/span&gt; &lt;span class="k"&gt;TABLE&lt;/span&gt; &lt;span class="n"&gt;IF&lt;/span&gt; &lt;span class="k"&gt;NOT&lt;/span&gt; &lt;span class="k"&gt;EXISTS&lt;/span&gt; &lt;span class="n"&gt;filemeta&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;
  &lt;span class="n"&gt;dirhash&lt;/span&gt;     &lt;span class="nb"&gt;BIGINT&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;         &lt;span class="c1"&gt;-- Optimized directory hash (no path locking!)&lt;/span&gt;
  &lt;span class="n"&gt;name&lt;/span&gt;        &lt;span class="nb"&gt;VARCHAR&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;65535&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="c1"&gt;-- Supports looong filenames (65k chars!)&lt;/span&gt;
  &lt;span class="n"&gt;directory&lt;/span&gt;   &lt;span class="nb"&gt;VARCHAR&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;65535&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="c1"&gt;-- Full path storage (e.g., '/user_uploads')&lt;/span&gt;
  &lt;span class="n"&gt;meta&lt;/span&gt;        &lt;span class="n"&gt;bytea&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;          &lt;span class="c1"&gt;-- Serialized protobuf (timestamps, permissions)&lt;/span&gt;
  &lt;span class="k"&gt;PRIMARY&lt;/span&gt; &lt;span class="k"&gt;KEY&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dirhash&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="c1"&gt;-- Blazing fast lookups + uniqueness&lt;/span&gt;
&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;Pro Tip&lt;/strong&gt;: The &lt;code&gt;dirhash&lt;/code&gt; uses &lt;strong&gt;consistent hashing&lt;/strong&gt; to prevent directory-level locks during concurrent writes. 🚫🔒&lt;/p&gt;




&lt;h2&gt;
  
  
  Production-Grade Docker Setup 🐳
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Network &amp;amp; Volume Configuration
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="c1"&gt;# docker-compose.yml&lt;/span&gt;
&lt;span class="na"&gt;version&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;3.7"&lt;/span&gt;

&lt;span class="na"&gt;volumes&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;postgres_data&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;  &lt;span class="c1"&gt;# Persistent metadata&lt;/span&gt;
  &lt;span class="na"&gt;volume_data&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;    &lt;span class="c1"&gt;# Storage volume 1&lt;/span&gt;
  &lt;span class="na"&gt;volume_data2&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;   &lt;span class="c1"&gt;# Storage volume 2 (replication)&lt;/span&gt;

&lt;span class="na"&gt;networks&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;seaweed&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;driver&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;bridge&lt;/span&gt;
    &lt;span class="na"&gt;attachable&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;  &lt;span class="c1"&gt;# For future expansion&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Services Breakdown
&lt;/h3&gt;

&lt;h4&gt;
  
  
  1. SeaweedFS Master + Volumes
&lt;/h4&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="na"&gt;services&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;master&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;image&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;chrislusf/seaweedfs&lt;/span&gt;
    &lt;span class="na"&gt;command&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;master&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-ip=master&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-defaultReplication=001"&lt;/span&gt;
    &lt;span class="na"&gt;ports&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;9333:9333"&lt;/span&gt;&lt;span class="pi"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;19333:19333"&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;  &lt;span class="c1"&gt;# API + metrics&lt;/span&gt;

  &lt;span class="na"&gt;volume&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;command&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;volume&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-dir=/data&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-mserver=master:9333&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-port=8080"&lt;/span&gt;
    &lt;span class="na"&gt;ports&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;8080:8080"&lt;/span&gt;&lt;span class="pi"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;18080:18080"&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;  &lt;span class="c1"&gt;# Metrics matter!&lt;/span&gt;
    &lt;span class="na"&gt;volumes&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;volume_data:/data"&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;

  &lt;span class="na"&gt;volume2&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;command&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;volume&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-dir=/data2&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-mserver=master:9333&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-port=8081"&lt;/span&gt; 
    &lt;span class="na"&gt;ports&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;8081:8081"&lt;/span&gt;&lt;span class="pi"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;18081:18081"&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;
    &lt;span class="na"&gt;volumes&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;volume_data2:/data2"&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;Replication Strategy&lt;/strong&gt;: &lt;code&gt;defaultReplication=001&lt;/code&gt; means 2 replicas (same as &lt;code&gt;-copy=2&lt;/code&gt;)&lt;/p&gt;




&lt;h4&gt;
  
  
  2. PostgreSQL Configuration
&lt;/h4&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;  &lt;span class="na"&gt;postgres&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;image&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;postgres:15-alpine&lt;/span&gt;  &lt;span class="c1"&gt;# Smaller footprint&lt;/span&gt;
    &lt;span class="na"&gt;environment&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
      &lt;span class="na"&gt;POSTGRES_USER&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;seaweed&lt;/span&gt;
      &lt;span class="na"&gt;POSTGRES_PASSWORD&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;seaweed&lt;/span&gt;
      &lt;span class="na"&gt;POSTGRES_DB&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;seaweed&lt;/span&gt;
    &lt;span class="na"&gt;healthcheck&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;  &lt;span class="c1"&gt;# Critical for startup order&lt;/span&gt;
      &lt;span class="na"&gt;test&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;CMD-SHELL"&lt;/span&gt;&lt;span class="pi"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;pg_isready&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;-U&lt;/span&gt;&lt;span class="nv"&gt; &lt;/span&gt;&lt;span class="s"&gt;seaweed"&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;
      &lt;span class="na"&gt;timeout&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;5s&lt;/span&gt;
      &lt;span class="na"&gt;retries&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="m"&gt;10&lt;/span&gt;  &lt;span class="c1"&gt;# More retries for slow systems&lt;/span&gt;
    &lt;span class="na"&gt;volumes&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="s"&gt;postgres_data:/var/lib/postgresql/data&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;h4&gt;
  
  
  3. Filer Service (The Glue)
&lt;/h4&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;  &lt;span class="na"&gt;filer&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;image&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;chrislusf/seaweedfs&lt;/span&gt;
    &lt;span class="na"&gt;depends_on&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
      &lt;span class="na"&gt;postgres&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
        &lt;span class="na"&gt;condition&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;service_healthy&lt;/span&gt;
      &lt;span class="na"&gt;master&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
        &lt;span class="na"&gt;condition&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;service_started&lt;/span&gt;
    &lt;span class="na"&gt;entrypoint&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;/bin/sh"&lt;/span&gt;&lt;span class="pi"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;-c"&lt;/span&gt;&lt;span class="pi"&gt;]&lt;/span&gt;
    &lt;span class="na"&gt;command&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="pi"&gt;|&lt;/span&gt;
        &lt;span class="s"&gt;apk add --no-cache postgresql-client &amp;amp;&amp;amp; &lt;/span&gt;
        &lt;span class="s"&gt;/scripts/check_create_filemeta.sh &amp;amp;&amp;amp;&lt;/span&gt;
        &lt;span class="s"&gt;weed filer -master=master:9333&lt;/span&gt;
    &lt;span class="na"&gt;volumes&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;./check_create_filemeta.sh:/scripts/check_create_filemeta.sh"&lt;/span&gt;
      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="s2"&gt;"&lt;/span&gt;&lt;span class="s"&gt;./filer.toml:/etc/seaweedfs/filer.toml"&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;h2&gt;
  
  
  Critical Configuration Files 🔧
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Table Initialization Script
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;#!/bin/sh&lt;/span&gt;
&lt;span class="c"&gt;# check_create_filemeta.sh&lt;/span&gt;
&lt;span class="nb"&gt;set&lt;/span&gt; &lt;span class="nt"&gt;-eo&lt;/span&gt; pipefail  &lt;span class="c"&gt;# Fail on any error&lt;/span&gt;

&lt;span class="nv"&gt;PGPASSWORD&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;"seaweed"&lt;/span&gt; psql &lt;span class="nt"&gt;-h&lt;/span&gt; postgres &lt;span class="nt"&gt;-U&lt;/span&gt; seaweed &lt;span class="nt"&gt;-c&lt;/span&gt; &lt;span class="s2"&gt;"""
CREATE TABLE IF NOT EXISTS filemeta (
  dirhash     BIGINT,
  name        VARCHAR(65535),
  directory   VARCHAR(65535),
  meta        bytea,
  PRIMARY KEY (dirhash, name)
;"""&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="nb"&gt;exit &lt;/span&gt;1

&lt;span class="nb"&gt;echo&lt;/span&gt; &lt;span class="s2"&gt;"Metadata table ready ✅"&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h3&gt;
  
  
  Filer Configuration
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight toml"&gt;&lt;code&gt;&lt;span class="c"&gt;# filer.toml&lt;/span&gt;
&lt;span class="nn"&gt;[postgres]&lt;/span&gt;
&lt;span class="py"&gt;enabled&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;
&lt;span class="py"&gt;hostname&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"postgres"&lt;/span&gt;
&lt;span class="py"&gt;port&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;5432&lt;/span&gt;
&lt;span class="py"&gt;sslmode&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="s"&gt;"disable"&lt;/span&gt;  &lt;span class="c"&gt;# Use "require" in production!&lt;/span&gt;

&lt;span class="c"&gt;# Connection Pooling&lt;/span&gt;
&lt;span class="py"&gt;connection_max_idle&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;50&lt;/span&gt;
&lt;span class="py"&gt;connection_max_open&lt;/span&gt; &lt;span class="p"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;  &lt;span class="c"&gt;# Adjust based on load&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;h2&gt;
  
  
  Pro Tips from Production 💡
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;&lt;strong&gt;Monitor These Metrics&lt;/strong&gt; 📊&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;PostgreSQL: Connection pool usage, dead tuples&lt;/li&gt;
&lt;li&gt;SeaweedFS: Volume server disk IOPS&lt;/li&gt;
&lt;li&gt;Filer: gRPC request latency&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Backup Strategy&lt;/strong&gt; 💾&lt;br&gt;
&lt;/p&gt;&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;   &lt;span class="c"&gt;# PostgreSQL daily dump&lt;/span&gt;
   docker &lt;span class="nb"&gt;exec &lt;/span&gt;postgres pg_dump &lt;span class="nt"&gt;-U&lt;/span&gt; seaweed &lt;span class="nt"&gt;-Fc&lt;/span&gt; seaweed &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; seaweed.dump

   &lt;span class="c"&gt;# SeaweedFS metadata backup&lt;/span&gt;
   weed shell &lt;span class="nt"&gt;-master&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;master:9333 &lt;span class="s2"&gt;"fs.meta.backup"&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Scale Out&lt;/strong&gt; ⚖️

&lt;ul&gt;
&lt;li&gt;Add more volume servers&lt;/li&gt;
&lt;li&gt;Use PostgreSQL read replicas for metadata&lt;/li&gt;
&lt;li&gt;Implement Redis caching for hot metadata&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ol&gt;




&lt;h2&gt;
  
  
  Let's Get Started! 🚀
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;&lt;span class="c"&gt;# Spin up the stack&lt;/span&gt;
docker-compose up &lt;span class="nt"&gt;-d&lt;/span&gt; &lt;span class="nt"&gt;--wait&lt;/span&gt;

&lt;span class="c"&gt;# Verify services&lt;/span&gt;
docker-compose ps
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;Challenge&lt;/strong&gt;: Try adding Prometheus monitoring using the exposed metrics ports! 📈&lt;/p&gt;




&lt;h1&gt;
  
  
  Discussion Time! 💬
&lt;/h1&gt;

&lt;ul&gt;
&lt;li&gt;Would you prefer this over S3-like storage for your use case?&lt;/li&gt;
&lt;li&gt;What other metadata would you store in PostgreSQL?&lt;/li&gt;
&lt;li&gt;Found an optimization? Let's hear it! 👇&lt;/li&gt;
&lt;/ul&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Coffee Promise&lt;/strong&gt; ☕: First person to spot a typo gets a virtual coffee!&lt;/p&gt;
&lt;/blockquote&gt;

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      <category>seaweedfs</category>
      <category>distributedsystems</category>
      <category>cloudstorage</category>
      <category>webdev</category>
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