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+---
+title: "Automatic migration of Ghost content"
+date: 2024-03-10
+slug: "automatic-migration-of-ghost-content"
+tags: ["hugo", "python"]
+type: "programming"
+series: ["Migration"]
+series_order: 2
+---
+
+In this second part of the migration of my Ghost blog to hugo, I'm going to show you how I automatically migrated my 38 CTF writeups.
+
+I started by exporting my Ghost blog to JSON. I then studied the JSON structure to find out where the posts were located. I determined the following structure:
+```json
+"db": [
+    {
+        "data": {
+            [...]
+            "posts": [
+                {
+                    "id": "620c06d22ddec50001a0d647",
+                    "uuid": "30679c97-4b80-41ac-aae0-91ea74ee85ca",
+                    "title": "Writeup - Pandora (HTB)",
+                    "slug": "writeup-pandora-htb",
+                    "mobiledoc": "...",
+                    "html": "...",
+                    "comment_id": "620c06d22ddec50001a0d647",
+                    "plaintext": "...",
+                    "feature_image": "__GHOST_URL__/content/images/2022/03/Pandora.png",
+                    "featured": 0,
+                    "type": "post",
+                    "status": "published",
+                    [...]
+                },
+                [...]
+            ]
+            [...]
+        }
+    }
+]
+```
+
+In order to iterate over the different articles, all I need to do is make the following loop:
+```python
+import json
+
+with open("export.json") as file:
+    export = json.load(file)
+
+for i in export["db"][0]["data"]["posts"]:
+    if "writeup" in i["slug"] and i["status"] == "published":
+        # [...]
+
+```
+Note that I added a condition to keep only articles containing `writeup` in the slug and with a `published` status.
+
+Now that I have the list of different items, I can convert them for Hugo.
+
+## Directory structure creation
+The first step in converting articles is to create the directory structure. Hugo uses the following folder structure for articles:
+```
+folder/
+    article_1/
+        img/
+        featured.png
+        index.md
+    article_1/
+        [...]
+    [...]
+```
+
+In the for loop created earlier, I use the following line to create the folder for each item:
+```python
+import os
+
+for i in export["db"][0]["data"]["posts"]:
+    [...]
+    os.makedirs(os.path.join("output/", i["slug"], "img"), exist_ok=True)
+    [...]
+```
+
+## Article conversion
+I'm now going to create and fill in the `index.md`. To do this, I'll use the `html` field in the Ghost export and a python library that converts HTML to Markdown:
+{{< github repo="matthewwithanm/python-markdownify" >}}
+
+Still in the same for loop, I open the `index.md` file in the folder corresponding to the article. I write the header and then use the `md()` function to convert HTML to Markdown:
+```python
+from markdownify import MarkdownConverter
+
+for i in export["db"][0]["data"]["posts"]:
+    [...]
+    header = f"""---
+        title: "{i["title"]}"
+        date: {i["published_at"].split("T")[0]}
+        slug: "{i["slug"]}"
+        type: "writeup-ctf"
+        --- \n\n"""
+
+    with open(os.path.join("output/", i["slug"], "index.md"), "w") as index:
+        index.write(header)
+        content = md(
+            i["html"], heading_style="ATX", code_language="bash", bullets="-"
+        )
+        index.write(content)
+    [...]
+```
+
+The markdownify library has a large number of options, and I've used the following:
+- `heading_style` - Defines how headings should be converted.
+- `code_language` - Defines the language that should be assumed for all `<pre>` sections
+- `bullets` - An iterable (string, list, or tuple) of bullet styles to be used.
+
+## Download images
+To complete the import, one important element is missing: the images. Since I'll be downloading files from several places in the code, I've created a function that I'll be able to reuse:
+```python
+from pathlib import Path
+import requests
+
+def download_file(url: str, dst: Path) -> None:
+    data = requests.get(url).content
+    with open(dst, "wb") as img:
+        img.write(data)
+```
+This function takes a URL and a destion for the final file.
+
+### Featured image
+To download the featured image, I first create a variable containing either `None` if there is no feature_image for this item, or the image address. Since the export contains `__GHOST_URL__` instead of my blog link, I use the `replace()` function to make the change. If there's a feature image, I use the previously created `download_file()` function to download it:
+```python
+import os
+
+for i in export["db"][0]["data"]["posts"]:
+    [...]
+    feature_link = (
+        i["feature_image"].replace("__GHOST_URL__", https://blog.d3vyce.fr)
+        if i["feature_image"]
+        else None
+    )
+
+    if feature_link:
+        download_file(
+            feature_link, 
+            os.path.join("output/", i["slug"], "featured.png"),
+        )
+    [...]
+```
+
+### Article image
+For images in articles, it's a little more complex. I have to find the images, download them and rename them with an incrementing number. Finaly I can integrate the image tags into the final Markdown.
+
+To do so, I use a custom class which is called in the `md()` function. As for featured_image, this class lets me replace the `__GHOST_URL__`, then download the images into a temporary folder. In the `download_img()` function, I assign a name to the image according to the files already in the folder, so that the names increment (image-1.png, image-2.png, ...).
+
+Finally, after making all the images in the article, I move all the files in the temporary folder to the final folder with `shutil.move()`.
+
+```python
+import os
+import shutil
+import re
+from markdownify import MarkdownConverter
+
+def download_img(url: str) -> Path:
+    files = os.listdir("tmp/")
+    id = [int(re.search(r"\-(.*?)\.", i).group(1)) for i in files]
+    file_name = "image-" + str(max(id) + 1) + ".png" if files else "image-1.png"
+    download_file(url, os.path.join("tmp/", file_name))
+    return os.path.join("img/", file_name.replace(".png", ".webp"))
+
+
+class ImageBlockConverter(MarkdownConverter):
+    def convert_img(self, el, text, convert_as_inline):
+        data = (
+            super()
+            .convert_img(el, text, convert_as_inline)
+            .replace("__GHOST_URL__", GHOST_URL)
+            + "\n\n"
+        )
+        if GHOST_URL in data:
+            img_url = re.search(r"\((.*?)\)", data).group(1)
+        return data.replace(img_url, download_img(img_url))
+
+
+def md(html, **options):
+    return ImageBlockConverter(**options).convert(html)
+
+for i in export["db"][0]["data"]["posts"]:
+    [...]
+    for file in os.listdir("tmp/"):
+        shutil.move(
+            os.path.join("tmp/", file),
+            os.path.join("output/", i["slug"], "img", file),
+        )
+    [...]
+```
+
+## Conclusion
+Thanks to this script, 90% of the work was done, even if I went back over the various articles to correct 2/3 errors and check that no element was missing. For those interested, here's the full code. It's highly customized and requires a few modifications if you want to use it.
+
+### Code final
+
+```python
+import json
+import os
+import shutil
+import re
+from pathlib import Path
+
+import requests
+from markdownify import MarkdownConverter
+
+GHOST_URL = "https://blog.d3vyce.fr"
+EXPORT_FILE = "export.json"
+OUTPUT_DIR = "output/"
+TMP_DIR = "tmp/"
+
+
+def download_file(url: str, dst: Path) -> None:
+    data = requests.get(url).content
+    with open(dst, "wb") as img:
+        img.write(data)
+
+
+def download_img(url: str) -> Path:
+    files = os.listdir(TMP_DIR)
+    id = [int(re.search(r"\-(.*?)\.", i).group(1)) for i in files]
+    file_name = "image-" + str(max(id) + 1) + ".png" if files else "image-1.png"
+    download_file(url, os.path.join(TMP_DIR, file_name))
+    return os.path.join("img/", file_name.replace(".png", ".webp"))
+
+
+class ImageBlockConverter(MarkdownConverter):
+    def convert_img(self, el, text, convert_as_inline):
+        data = (
+            super()
+            .convert_img(el, text, convert_as_inline)
+            .replace("__GHOST_URL__", GHOST_URL)
+            + "\n\n"
+        )
+        if GHOST_URL in data:
+            img_url = re.search(r"\((.*?)\)", data).group(1)
+        return data.replace(img_url, download_img(img_url))
+
+
+def md(html, **options):
+    return ImageBlockConverter(**options).convert(html)
+
+
+def main():
+    with open(EXPORT_FILE) as file:
+        export = json.load(file)
+
+    for i in export["db"][0]["data"]["posts"]:
+        if "writeup" in i["slug"] and i["status"] == "published":
+            feature_link = (
+                i["feature_image"].replace("__GHOST_URL__", GHOST_URL)
+                if i["feature_image"]
+                else None
+            )
+
+            header = f"""---
+    title: "{i["title"]}"
+    date: {i["published_at"].split("T")[0]}
+    slug: "{i["slug"]}"
+    type: "writeup-ctf"
+    --- \n\n"""
+
+            # Create Directorys
+            os.makedirs(os.path.join(OUTPUT_DIR, i["slug"], "img"), exist_ok=True)
+            os.makedirs(TMP_DIR, exist_ok=True)
+            # Create index.md
+            with open(os.path.join(OUTPUT_DIR, i["slug"], "index.md"), "w") as index:
+                index.write(header)
+                content = md(
+                    i["html"], heading_style="ATX", code_language="bash", bullets="-"
+                )
+                index.write(content)
+            for file in os.listdir(TMP_DIR):
+                shutil.move(
+                    os.path.join(TMP_DIR, file),
+                    os.path.join(OUTPUT_DIR, i["slug"], "img", file),
+                )
+            # Download featured img
+            if feature_link:
+                download_file(
+                    feature_link, os.path.join(OUTPUT_DIR, i["slug"], "featured.png")
+                )
+
+```
diff --git a/content/posts/migrate-from-ghost-to-hugo/index.md b/content/posts/migrate-from-ghost-to-hugo/index.md
index e29d416..d05158e 100644
--- a/content/posts/migrate-from-ghost-to-hugo/index.md
+++ b/content/posts/migrate-from-ghost-to-hugo/index.md
@@ -4,6 +4,8 @@ date: 2024-02-24
 slug: "migrate-from-ghost-to-hugo"
 tags: ["CI/CD", "docker", "git", "hugo"]
 type: "programming"
+series: ["Migration"]
+series_order: 1
 ---
 
 ## Current solution