Container won't connect to network Docker-Compose - docker

Question

I am trying to set up my docker-compose with Kafka, and have containers communicate through it. While trying to connect containers over shared networks, one of my containers can't seem to connect to Kafka, while the other can.
Said container returns NoBrookersAvailable error. I tried to use docker networks inspect on the network and I saw that it is not connected while the other containers are.
What am I doing wrong?
The container is the password_module.
Docker-compose.yml:
version: "3.3"
services:
controller_module:
image: controller_module:latest
networks:
- password_network
- analyze_network
restart: unless-stopped
depends_on:
- kafka
analyze_module:
image: analyze_module:latest
networks:
- analyze_network
volumes:
- /kamuti:/testdir
restart: unless-stopped
depends_on:
- kafka
password_module:
image: password_module:latest
networks:
- password_network
volumes:
- /kamuti:/testdir
restart: unless-stopped
depends_on:
- kafka
kafka:
image: wurstmeister/kafka:latest
container_name: kafka
networks:
- password_network
- analyze_network
ports:
- "9092:9092"
environment:
- KAFKA_ADVERTISED_HOST_NAME=172.17.0.1
- KAFKA_ADVERTISED_PORT=9092
- KAFKA_ZOOKEEPER_CONNECT=zookeeper:2181
- KAFKA_CREATE_TOPICS= find-password:1:1, password:1:1, analyze-folder:1:1, folder-data:1:1
depends_on:
- zookeeper
zookeeper:
image: wurstmeister/zookeeper
networks:
- password_network
- analyze_network
ports:
- "2181:2181"
environment:
- KAFKA_ADVERTISED_HOST_NAME=zookeeper
#volumes:
# - #TODO
networks:
password_network:
external: true
analyze_network:
external: true
The results of docker network inspect -f '{{range .Containers}}{{.Name}} {{end}}' password_network:
homeassignment_zookeeper_1 homeassignment_password_module_1 kafka homeassignment_controller_module_1