ppt function to replace images

2026-01-29 15:36:34 +01:00
parent bc12df28a5
commit 3ee25f9e33
6 changed files with 326 additions and 96 deletions
--- a/02_quant_analysis.py
+++ b/02_quant_analysis.py
@@ -29,18 +29,6 @@ def _():


@app.cell(hide_code=True)
-def _(mo):
-    mo.outline(label="Table of Contents")
-    return
-
-
-@app.cell
-def _():
-    # Select Dataset
-    return
-
-
-@app.cell
 def _(mo):
    file_browser = mo.ui.file_browser(
        initial_path="./data/exports", multiple=False, restrict_navigation=True, filetypes=[".csv"], label="Select 'Labels' File"
@@ -59,12 +47,6 @@ def _(Path, file_browser, mo):
    return QSF_FILE, RESULTS_FILE


-@app.cell
-def _(RESULTS_FILE, mo):
-    mo.stop(not RESULTS_FILE.name.lower().endswith('labels.csv'), mo.md("**⚠️ Make sure you select a `_Labels.csv` file above**"))
-    return
-
-
@app.cell
 def _(JPMCSurvey, QSF_FILE, RESULTS_FILE, mo):
    S = JPMCSurvey(RESULTS_FILE, QSF_FILE)
@@ -76,12 +58,6 @@ def _(JPMCSurvey, QSF_FILE, RESULTS_FILE, mo):


@app.cell
-def _():
-    # check_straight_liners(S.get_ss_green_blue(data_all)[0])
-    return
-
-
-@app.cell(hide_code=True)
 def _(Path, RESULTS_FILE, mo):
    mo.md(f"""

@@ -112,6 +88,26 @@ def _(check_progress, data_all, duration_validation, mo):
    return


+@app.cell
+def _(mo):
+    mo.md(r"""
+    ### ⚠️  ToDo: "straight-liner" detection and removal
+    """)
+    return
+
+
+@app.cell
+def _(mo):
+    mo.md(r"""
+    ---
+
+    # Data Filter
+
+    Use to select a subset of the data for the following analysis
+    """)
+    return
+
+
@app.cell(hide_code=True)
 def _(S, mo):
    filter_form = mo.md('''
@@ -147,7 +143,7 @@ def _(S, mo):
    return (filter_form,)


-@app.cell(hide_code=True)
+@app.cell
 def _(S, data_all, filter_form, mo):
    mo.stop(filter_form.value is None, mo.md("**Please submit filter above to proceed**"))
    _d = S.filter_data(data_all, age=filter_form.value['age'], gender=filter_form.value['gender'], income=filter_form.value['income'], ethnicity=filter_form.value['ethnicity'], consumer=filter_form.value['consumer'])
@@ -173,6 +169,20 @@ def _(S, data, mo):
    return (char_rank,)


+@app.cell(hide_code=True)
+def _(mo):
+    mo.md(r"""
+ 
+    """)
+    return
+
+
+@app.cell(hide_code=True)
+def _():
+    # char_rank = S.get_character_ranking(data)[0]
+    return
+
+
@app.cell
 def _(S, char_rank, mo):
    mo.md(f"""
@@ -218,6 +228,13 @@ def _(S, data, mo):
    return (v_18_8_3,)


+@app.cell(hide_code=True)
+def _():
+
+    # print(v_18_8_3.head())
+    return
+
+
@app.cell(hide_code=True)
 def _(S, mo, v_18_8_3):
    mo.md(f"""
@@ -240,7 +257,7 @@ def _(S, mo, v_18_8_3):
    return


-@app.cell(hide_code=True)
+@app.cell
 def _(S, calculate_weighted_ranking_scores, data):
    top3_voices = S.get_top_3_voices(data)[0]
    top3_voices_weighted = calculate_weighted_ranking_scores(top3_voices)
@@ -284,6 +301,11 @@ def _(S, mo, top3_voices):


@app.cell
+def _():
+    return
+
+
+@app.cell(hide_code=True)
 def _(S, data, mo, utils):
    ss_or, choice_map_or = S.get_ss_orange_red(data)
    ss_gb, choice_map_gb = S.get_ss_green_blue(data)
@@ -322,12 +344,12 @@ def _(S, mo, pl, ss_long):
    return


-@app.cell(hide_code=True)
+@app.cell
 def _():
    return


-@app.cell
+@app.cell(hide_code=True)
 def _(S, data, mo):
    vscales = S.get_voice_scale_1_10(data)[0]
    # plot_average_scores_with_counts(vscales, x_label='Voice', width=1000)
@@ -337,7 +359,7 @@ def _(S, data, mo):
    return (vscales,)


-@app.cell
+@app.cell(hide_code=True)
 def _(S, mo, vscales):
    mo.md(f"""
    ### How does each voice score on a scale from 1-10?
@@ -352,7 +374,7 @@ def _():
    return


-@app.cell(hide_code=True)
+@app.cell
 def _(mo):
    mo.md(r"""
 
@@ -360,7 +382,7 @@ def _(mo):
    return


-@app.cell(hide_code=True)
+@app.cell
 def _(mo):
    mo.md(r"""
 
@@ -400,7 +422,7 @@ def _(choice_map, mo, ss_all, utils, vscales):
    return df_style, joined_df


-@app.cell
+@app.cell(hide_code=True)
 def _(S, SPEAKING_STYLES, joined_df, mo):
    _content = """### Total Results

@@ -431,34 +453,18 @@ def _(mo):

    - [ ] 4 correlation diagrams considering each speaking style (4) and all female voice results.
    - [ ] 4 correlation diagrams considering each speaking style (4) and all male voice results.
-    """)
-    return


-@app.cell(hide_code=True)
-def _(mo):
-    mo.md(r"""
+
    ## Correlations Voice Speaking Styles <-> Voice Ranking Points
-    """)
-    return

-
-@app.cell(hide_code=True)
-def _(mo):
-    mo.md(r"""
    Let’s show how scoring better on these speaking styles correlates (or not) with better Vocie Ranking results. For each speaking style we show how the traits in these speaking styles correlate with voice ranking points. This gives us a total of 4 correlation diagrams.

    Example for speaking style green:
    - Trait 1: Friendly | Conversational | Down-to-earth
    - Trait 2: Approachable | Familiar | Warm
    - Trait 3: Optimistic | Benevolent | Positive | Appreciative
-    """)
-    return

-
-@app.cell(hide_code=True)
-def _(mo):
-    mo.md(r"""
    ### Total Results

    - [ ] 4 correlation diagrams
@@ -466,7 +472,31 @@ def _(mo):
    return


-@app.cell
+@app.cell(hide_code=True)
+def _(mo):
+    mo.md(r"""
+ 
+    """)
+    return
+
+
+@app.cell(hide_code=True)
+def _(mo):
+    mo.md(r"""
+ 
+    """)
+    return
+
+
+@app.cell(hide_code=True)
+def _(mo):
+    mo.md(r"""
+ 
+    """)
+    return
+
+
+@app.cell(hide_code=True)
 def _(S, SPEAKING_STYLES, df_style, mo, top3_voices, utils):
    df_ranking = utils.process_voice_ranking_data(top3_voices)
    joined = df_style.join(df_ranking, on=['_recordId', 'Voice'], how='inner')
@@ -490,7 +520,7 @@ def _(S, SPEAKING_STYLES, df_style, mo, top3_voices, utils):
    return


-@app.cell(hide_code=True)
+@app.cell
 def _(mo):
    mo.md(r"""
    ### Female / Male Voices considered seperately
@@ -501,49 +531,5 @@ def _(mo):
    return


-@app.cell(hide_code=True)
-def _(mo):
-    mo.md(r"""
-    ## Correlation Heatmap all evaluations <-> voice acoustic data
-
-    - [ ] Heatmap for male voices
-    - [ ] Heatmap for female voices
-    """)
-    return
-
-
-@app.cell(hide_code=True)
-def _(mo):
-    mo.md(r"""
-    ## Most Prominent Character Personality Traits
-    """)
-    return
-
-
-@app.cell(hide_code=True)
-def _(mo):
-    mo.md(r"""
-    The last question of the survey is about traits for the described character's personality. For each Character personality, we want to display the 8 most chosen character personality traits. This will give us a total of 4 diagrams, one for each character personality included in the test.
-
-    - [ ] Bank Teller
-    - [ ] Familiar Friend
-    - [ ] The Coach
-    - [ ] Personal Assistant
-    """)
-    return
-
-
-@app.cell
-def _(mo):
-    mo.md(r"""
-    ---
-
-    # Results per subgroup
-
-    Use the dropdown selector at the top to filter the data and generate all the plots again
-    """)
-    return
-
-
 if __name__ == "__main__":
    app.run()
--- a/03_ppt_replace_images.py
+++ b/03_ppt_replace_images.py
@@ -0,0 +1,63 @@
+import marimo
+
+__generated_with = "0.19.2"
+app = marimo.App(width="medium")
+
+with app.setup:
+    import marimo as mo
+    from pathlib import Path
+    import utils
+
+
+@app.cell
+def _():
+    PPT_FILE = Path('data/Presentation.pptx')
+    UPDATED_PPT_FILE = Path('data/Updated_Presentation.pptx')
+    return PPT_FILE, UPDATED_PPT_FILE
+
+
+@app.cell
+def _():
+    IMAGE_FILE = Path('figures/OneDrive_2026-01-28/Cons-Early_Professional/cold_distant_approachable_familiar_warm.png')
+    return (IMAGE_FILE,)
+
+
+@app.function
+def image_alt_text_converter(fpath):
+    """convert image file path to alt text
+    """
+
+    if not isinstance(fpath, Path):
+        fpath = Path(fpath)
+
+    fparts = fpath.parts
+    assert fparts[0] == 'figures', "Image file path must start with 'figures'"
+
+    return Path('/'.join(fparts[2:])).as_posix()
+
+
+@app.cell
+def _(IMAGE_FILE):
+    img_alt_txt = image_alt_text_converter(IMAGE_FILE)
+    img_alt_txt
+    return (img_alt_txt,)
+
+
+@app.cell
+def _(IMAGE_FILE, PPT_FILE, UPDATED_PPT_FILE, img_alt_txt):
+    utils.pptx_replace_named_image(
+        presentation_path=PPT_FILE,
+        target_tag=img_alt_txt,
+        new_image_path=IMAGE_FILE,
+        save_path=UPDATED_PPT_FILE)
+    return
+
+
+@app.cell
+def _(P):
+    print(P.slides[10])
+    return
+
+
+if __name__ == "__main__":
+    app.run()
--- a/plots.py
+++ b/plots.py
@@ -496,7 +496,7 @@ class JPMCPlotsMixin:

        # Bar chart
        bars = alt.Chart(weighted_df).mark_bar(color=color).encode(
-            x=alt.X('Character:N', title=x_label),
+            x=alt.X('Character:N', title=x_label, sort='-y'),
            y=alt.Y('Weighted Score:Q', title=y_label),
            tooltip=[
                alt.Tooltip('Character:N'),
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,6 +17,7 @@ dependencies = [
    "polars>=1.37.1",
    "pyarrow>=23.0.0",
    "pysqlite3>=0.6.0",
+    "python-pptx>=1.0.2",
    "pyzmq>=27.1.0",
    "requests>=2.32.5",
    "taguette>=1.5.1",
--- a/utils.py
+++ b/utils.py
@@ -8,6 +8,89 @@ from plots import JPMCPlotsMixin

 import marimo as mo

+from pptx import Presentation
+from pptx.enum.shapes import MSO_SHAPE_TYPE
+
+def pptx_replace_named_image(presentation_path, target_tag, new_image_path, save_path):
+    """
+    Finds and replaces specific images in a PowerPoint presentation while 
+    preserving their original position, size, and aspect ratio.
+
+    This function performs a 'surgical' replacement: it records the coordinates 
+    of the existing image, removes it from the slide's XML, and inserts a 
+    new image into the exact same bounding box. It identifies the target 
+    image by searching for a specific string within the Shape Name 
+    (Selection Pane) or Alt Text.
+
+    Args:
+        presentation_path (str): The file path to the source .pptx file.
+        target_tag (str): The unique identifier to look for (e.g., 'HERO_IMAGE').
+            This is case-sensitive and checks both the shape name and alt text.
+        new_image_path (str): The file path to the new image (PNG, JPG, etc.).
+        save_path (str): The file path where the modified presentation will be saved.
+
+    Returns:
+        None: Saves the file directly to the provided save_path.
+
+    Raises:
+        FileNotFoundError: If the source presentation or new image is not found.
+        PermissionError: If the save_path is currently open or locked.
+    """
+    prs = Presentation(presentation_path)
+    
+    for i, slide in enumerate(prs.slides):
+        # Iterate over a list copy of shapes to safely modify the slide during iteration
+        print(f"Processing Slide {i + 1}...")
+        print(f"Total Shapes: {len(slide.shapes)} shapes")
+        
+        for shape in list(slide.shapes):
+            print(f"Checking shape: {shape.name} of type {shape.shape_type}...")
+            
+            shape_name = shape.name or ""
+            alt_text = ""
+            
+            # More robust strategy: Check for alt text in ANY valid element property
+            # This allows replacing Pictures, Placeholders, GraphicFrames, etc.
+            try:
+                # Check for common property names used by python-pptx elements to store non-visual props
+                # nvPicPr (Picture), nvSpPr (Shape/Placeholder), nvGrpSpPr (Group), 
+                # nvGraphicFramePr (GraphicFrame), nvCxnSpPr (Connector)
+                nvPr = None
+                for attr in ['nvPicPr', 'nvSpPr', 'nvGrpSpPr', 'nvGraphicFramePr', 'nvCxnSpPr']:
+                    if hasattr(shape._element, attr):
+                        nvPr = getattr(shape._element, attr)
+                        break
+                
+                if nvPr is not None and hasattr(nvPr, 'cNvPr'):
+                    alt_text = nvPr.cNvPr.get("descr", "")
+            except Exception:
+                pass
+            
+            print(f"Alt Text for shape '{shape_name}': {alt_text}")
+
+            if target_tag in shape_name or target_tag in alt_text:
+                print(f"Found it! Replacing {shape_name}...")
+                
+                try:
+                    # Record coordinates
+                    left, top, width, height = shape.left, shape.top, shape.width, shape.height
+                    
+                    # Remove old shape
+                    old_element = shape._element
+                    old_element.getparent().remove(old_element)
+                    
+                    # Add new image at the same spot
+                    slide.shapes.add_picture(str(new_image_path), left, top, width, height)
+                except AttributeError:
+                    print(f"Could not replace {shape_name} - might be missing dimensions.")
+            
+            else:
+                print(f"Skipping shape '{shape_name}' with alt text '{alt_text}'")
+
+    prs.save(save_path)
+    print(f"Successfully saved to {save_path}")
+
+
 def extract_voice_label(html_str: str) -> str:
    """
    Extract voice label from HTML string and convert to short format.
--- a/uv.lock
+++ b/uv.lock
@@ -840,6 +840,86 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/f3/f5/c7dd8cdbd57454b23d89799c22cd42b6d2dda283cd87d7b198dc424a462c/loro-1.10.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:42d6a5ce5bc518eaa682413e82d597299650eeb03e8bc39341752d6e0d22503e", size = 3541282, upload-time = "2025-12-09T10:13:42.189Z" },
 ]

+[[package]]
+name = "lxml"
+version = "6.0.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/aa/88/262177de60548e5a2bfc46ad28232c9e9cbde697bd94132aeb80364675cb/lxml-6.0.2.tar.gz", hash = "sha256:cd79f3367bd74b317dda655dc8fcfa304d9eb6e4fb06b7168c5cf27f96e0cd62", size = 4073426, upload-time = "2025-09-22T04:04:59.287Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f3/c8/8ff2bc6b920c84355146cd1ab7d181bc543b89241cfb1ebee824a7c81457/lxml-6.0.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:a59f5448ba2ceccd06995c95ea59a7674a10de0810f2ce90c9006f3cbc044456", size = 8661887, upload-time = "2025-09-22T04:01:17.265Z" },
+    { url = "https://files.pythonhosted.org/packages/37/6f/9aae1008083bb501ef63284220ce81638332f9ccbfa53765b2b7502203cf/lxml-6.0.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e8113639f3296706fbac34a30813929e29247718e88173ad849f57ca59754924", size = 4667818, upload-time = "2025-09-22T04:01:19.688Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/ca/31fb37f99f37f1536c133476674c10b577e409c0a624384147653e38baf2/lxml-6.0.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:a8bef9b9825fa8bc816a6e641bb67219489229ebc648be422af695f6e7a4fa7f", size = 4950807, upload-time = "2025-09-22T04:01:21.487Z" },
+    { url = "https://files.pythonhosted.org/packages/da/87/f6cb9442e4bada8aab5ae7e1046264f62fdbeaa6e3f6211b93f4c0dd97f1/lxml-6.0.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:65ea18d710fd14e0186c2f973dc60bb52039a275f82d3c44a0e42b43440ea534", size = 5109179, upload-time = "2025-09-22T04:01:23.32Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/20/a7760713e65888db79bbae4f6146a6ae5c04e4a204a3c48896c408cd6ed2/lxml-6.0.2-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c371aa98126a0d4c739ca93ceffa0fd7a5d732e3ac66a46e74339acd4d334564", size = 5023044, upload-time = "2025-09-22T04:01:25.118Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/b0/7e64e0460fcb36471899f75831509098f3fd7cd02a3833ac517433cb4f8f/lxml-6.0.2-cp312-cp312-manylinux_2_26_i686.manylinux_2_28_i686.whl", hash = "sha256:700efd30c0fa1a3581d80a748157397559396090a51d306ea59a70020223d16f", size = 5359685, upload-time = "2025-09-22T04:01:27.398Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/e1/e5df362e9ca4e2f48ed6411bd4b3a0ae737cc842e96877f5bf9428055ab4/lxml-6.0.2-cp312-cp312-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c33e66d44fe60e72397b487ee92e01da0d09ba2d66df8eae42d77b6d06e5eba0", size = 5654127, upload-time = "2025-09-22T04:01:29.629Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/d1/232b3309a02d60f11e71857778bfcd4acbdb86c07db8260caf7d008b08f8/lxml-6.0.2-cp312-cp312-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:90a345bbeaf9d0587a3aaffb7006aa39ccb6ff0e96a57286c0cb2fd1520ea192", size = 5253958, upload-time = "2025-09-22T04:01:31.535Z" },
+    { url = "https://files.pythonhosted.org/packages/35/35/d955a070994725c4f7d80583a96cab9c107c57a125b20bb5f708fe941011/lxml-6.0.2-cp312-cp312-manylinux_2_31_armv7l.whl", hash = "sha256:064fdadaf7a21af3ed1dcaa106b854077fbeada827c18f72aec9346847cd65d0", size = 4711541, upload-time = "2025-09-22T04:01:33.801Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/be/667d17363b38a78c4bd63cfd4b4632029fd68d2c2dc81f25ce9eb5224dd5/lxml-6.0.2-cp312-cp312-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:fbc74f42c3525ac4ffa4b89cbdd00057b6196bcefe8bce794abd42d33a018092", size = 5267426, upload-time = "2025-09-22T04:01:35.639Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/47/62c70aa4a1c26569bc958c9ca86af2bb4e1f614e8c04fb2989833874f7ae/lxml-6.0.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6ddff43f702905a4e32bc24f3f2e2edfe0f8fde3277d481bffb709a4cced7a1f", size = 5064917, upload-time = "2025-09-22T04:01:37.448Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/55/6ceddaca353ebd0f1908ef712c597f8570cc9c58130dbb89903198e441fd/lxml-6.0.2-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:6da5185951d72e6f5352166e3da7b0dc27aa70bd1090b0eb3f7f7212b53f1bb8", size = 4788795, upload-time = "2025-09-22T04:01:39.165Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/e8/fd63e15da5e3fd4c2146f8bbb3c14e94ab850589beab88e547b2dbce22e1/lxml-6.0.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:57a86e1ebb4020a38d295c04fc79603c7899e0df71588043eb218722dabc087f", size = 5676759, upload-time = "2025-09-22T04:01:41.506Z" },
+    { url = "https://files.pythonhosted.org/packages/76/47/b3ec58dc5c374697f5ba37412cd2728f427d056315d124dd4b61da381877/lxml-6.0.2-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:2047d8234fe735ab77802ce5f2297e410ff40f5238aec569ad7c8e163d7b19a6", size = 5255666, upload-time = "2025-09-22T04:01:43.363Z" },
+    { url = "https://files.pythonhosted.org/packages/19/93/03ba725df4c3d72afd9596eef4a37a837ce8e4806010569bedfcd2cb68fd/lxml-6.0.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6f91fd2b2ea15a6800c8e24418c0775a1694eefc011392da73bc6cef2623b322", size = 5277989, upload-time = "2025-09-22T04:01:45.215Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/80/c06de80bfce881d0ad738576f243911fccf992687ae09fd80b734712b39c/lxml-6.0.2-cp312-cp312-win32.whl", hash = "sha256:3ae2ce7d6fedfb3414a2b6c5e20b249c4c607f72cb8d2bb7cc9c6ec7c6f4e849", size = 3611456, upload-time = "2025-09-22T04:01:48.243Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/d7/0cdfb6c3e30893463fb3d1e52bc5f5f99684a03c29a0b6b605cfae879cd5/lxml-6.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:72c87e5ee4e58a8354fb9c7c84cbf95a1c8236c127a5d1b7683f04bed8361e1f", size = 4011793, upload-time = "2025-09-22T04:01:50.042Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/7b/93c73c67db235931527301ed3785f849c78991e2e34f3fd9a6663ffda4c5/lxml-6.0.2-cp312-cp312-win_arm64.whl", hash = "sha256:61cb10eeb95570153e0c0e554f58df92ecf5109f75eacad4a95baa709e26c3d6", size = 3672836, upload-time = "2025-09-22T04:01:52.145Z" },
+    { url = "https://files.pythonhosted.org/packages/53/fd/4e8f0540608977aea078bf6d79f128e0e2c2bba8af1acf775c30baa70460/lxml-6.0.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:9b33d21594afab46f37ae58dfadd06636f154923c4e8a4d754b0127554eb2e77", size = 8648494, upload-time = "2025-09-22T04:01:54.242Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/f4/2a94a3d3dfd6c6b433501b8d470a1960a20ecce93245cf2db1706adf6c19/lxml-6.0.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:6c8963287d7a4c5c9a432ff487c52e9c5618667179c18a204bdedb27310f022f", size = 4661146, upload-time = "2025-09-22T04:01:56.282Z" },
+    { url = "https://files.pythonhosted.org/packages/25/2e/4efa677fa6b322013035d38016f6ae859d06cac67437ca7dc708a6af7028/lxml-6.0.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1941354d92699fb5ffe6ed7b32f9649e43c2feb4b97205f75866f7d21aa91452", size = 4946932, upload-time = "2025-09-22T04:01:58.989Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/0f/526e78a6d38d109fdbaa5049c62e1d32fdd70c75fb61c4eadf3045d3d124/lxml-6.0.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:bb2f6ca0ae2d983ded09357b84af659c954722bbf04dea98030064996d156048", size = 5100060, upload-time = "2025-09-22T04:02:00.812Z" },
+    { url = "https://files.pythonhosted.org/packages/81/76/99de58d81fa702cc0ea7edae4f4640416c2062813a00ff24bd70ac1d9c9b/lxml-6.0.2-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:eb2a12d704f180a902d7fa778c6d71f36ceb7b0d317f34cdc76a5d05aa1dd1df", size = 5019000, upload-time = "2025-09-22T04:02:02.671Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/35/9e57d25482bc9a9882cb0037fdb9cc18f4b79d85df94fa9d2a89562f1d25/lxml-6.0.2-cp313-cp313-manylinux_2_26_i686.manylinux_2_28_i686.whl", hash = "sha256:6ec0e3f745021bfed19c456647f0298d60a24c9ff86d9d051f52b509663feeb1", size = 5348496, upload-time = "2025-09-22T04:02:04.904Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/8e/cb99bd0b83ccc3e8f0f528e9aa1f7a9965dfec08c617070c5db8d63a87ce/lxml-6.0.2-cp313-cp313-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:846ae9a12d54e368933b9759052d6206a9e8b250291109c48e350c1f1f49d916", size = 5643779, upload-time = "2025-09-22T04:02:06.689Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/34/9e591954939276bb679b73773836c6684c22e56d05980e31d52a9a8deb18/lxml-6.0.2-cp313-cp313-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ef9266d2aa545d7374938fb5c484531ef5a2ec7f2d573e62f8ce722c735685fd", size = 5244072, upload-time = "2025-09-22T04:02:08.587Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/27/b29ff065f9aaca443ee377aff699714fcbffb371b4fce5ac4ca759e436d5/lxml-6.0.2-cp313-cp313-manylinux_2_31_armv7l.whl", hash = "sha256:4077b7c79f31755df33b795dc12119cb557a0106bfdab0d2c2d97bd3cf3dffa6", size = 4718675, upload-time = "2025-09-22T04:02:10.783Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/9f/f756f9c2cd27caa1a6ef8c32ae47aadea697f5c2c6d07b0dae133c244fbe/lxml-6.0.2-cp313-cp313-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a7c5d5e5f1081955358533be077166ee97ed2571d6a66bdba6ec2f609a715d1a", size = 5255171, upload-time = "2025-09-22T04:02:12.631Z" },
+    { url = "https://files.pythonhosted.org/packages/61/46/bb85ea42d2cb1bd8395484fd72f38e3389611aa496ac7772da9205bbda0e/lxml-6.0.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:8f8d0cbd0674ee89863a523e6994ac25fd5be9c8486acfc3e5ccea679bad2679", size = 5057175, upload-time = "2025-09-22T04:02:14.718Z" },
+    { url = "https://files.pythonhosted.org/packages/95/0c/443fc476dcc8e41577f0af70458c50fe299a97bb6b7505bb1ae09aa7f9ac/lxml-6.0.2-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:2cbcbf6d6e924c28f04a43f3b6f6e272312a090f269eff68a2982e13e5d57659", size = 4785688, upload-time = "2025-09-22T04:02:16.957Z" },
+    { url = "https://files.pythonhosted.org/packages/48/78/6ef0b359d45bb9697bc5a626e1992fa5d27aa3f8004b137b2314793b50a0/lxml-6.0.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:dfb874cfa53340009af6bdd7e54ebc0d21012a60a4e65d927c2e477112e63484", size = 5660655, upload-time = "2025-09-22T04:02:18.815Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/ea/e1d33808f386bc1339d08c0dcada6e4712d4ed8e93fcad5f057070b7988a/lxml-6.0.2-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:fb8dae0b6b8b7f9e96c26fdd8121522ce5de9bb5538010870bd538683d30e9a2", size = 5247695, upload-time = "2025-09-22T04:02:20.593Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/47/eba75dfd8183673725255247a603b4ad606f4ae657b60c6c145b381697da/lxml-6.0.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:358d9adae670b63e95bc59747c72f4dc97c9ec58881d4627fe0120da0f90d314", size = 5269841, upload-time = "2025-09-22T04:02:22.489Z" },
+    { url = "https://files.pythonhosted.org/packages/76/04/5c5e2b8577bc936e219becb2e98cdb1aca14a4921a12995b9d0c523502ae/lxml-6.0.2-cp313-cp313-win32.whl", hash = "sha256:e8cd2415f372e7e5a789d743d133ae474290a90b9023197fd78f32e2dc6873e2", size = 3610700, upload-time = "2025-09-22T04:02:24.465Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/0a/4643ccc6bb8b143e9f9640aa54e38255f9d3b45feb2cbe7ae2ca47e8782e/lxml-6.0.2-cp313-cp313-win_amd64.whl", hash = "sha256:b30d46379644fbfc3ab81f8f82ae4de55179414651f110a1514f0b1f8f6cb2d7", size = 4010347, upload-time = "2025-09-22T04:02:26.286Z" },
+    { url = "https://files.pythonhosted.org/packages/31/ef/dcf1d29c3f530577f61e5fe2f1bd72929acf779953668a8a47a479ae6f26/lxml-6.0.2-cp313-cp313-win_arm64.whl", hash = "sha256:13dcecc9946dca97b11b7c40d29fba63b55ab4170d3c0cf8c0c164343b9bfdcf", size = 3671248, upload-time = "2025-09-22T04:02:27.918Z" },
+    { url = "https://files.pythonhosted.org/packages/03/15/d4a377b385ab693ce97b472fe0c77c2b16ec79590e688b3ccc71fba19884/lxml-6.0.2-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:b0c732aa23de8f8aec23f4b580d1e52905ef468afb4abeafd3fec77042abb6fe", size = 8659801, upload-time = "2025-09-22T04:02:30.113Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/e8/c128e37589463668794d503afaeb003987373c5f94d667124ffd8078bbd9/lxml-6.0.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:4468e3b83e10e0317a89a33d28f7aeba1caa4d1a6fd457d115dd4ffe90c5931d", size = 4659403, upload-time = "2025-09-22T04:02:32.119Z" },
+    { url = "https://files.pythonhosted.org/packages/00/ce/74903904339decdf7da7847bb5741fc98a5451b42fc419a86c0c13d26fe2/lxml-6.0.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:abd44571493973bad4598a3be7e1d807ed45aa2adaf7ab92ab7c62609569b17d", size = 4966974, upload-time = "2025-09-22T04:02:34.155Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/d3/131dec79ce61c5567fecf82515bd9bc36395df42501b50f7f7f3bd065df0/lxml-6.0.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:370cd78d5855cfbffd57c422851f7d3864e6ae72d0da615fca4dad8c45d375a5", size = 5102953, upload-time = "2025-09-22T04:02:36.054Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/ea/a43ba9bb750d4ffdd885f2cd333572f5bb900cd2408b67fdda07e85978a0/lxml-6.0.2-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:901e3b4219fa04ef766885fb40fa516a71662a4c61b80c94d25336b4934b71c0", size = 5055054, upload-time = "2025-09-22T04:02:38.154Z" },
+    { url = "https://files.pythonhosted.org/packages/60/23/6885b451636ae286c34628f70a7ed1fcc759f8d9ad382d132e1c8d3d9bfd/lxml-6.0.2-cp314-cp314-manylinux_2_26_i686.manylinux_2_28_i686.whl", hash = "sha256:a4bf42d2e4cf52c28cc1812d62426b9503cdb0c87a6de81442626aa7d69707ba", size = 5352421, upload-time = "2025-09-22T04:02:40.413Z" },
+    { url = "https://files.pythonhosted.org/packages/48/5b/fc2ddfc94ddbe3eebb8e9af6e3fd65e2feba4967f6a4e9683875c394c2d8/lxml-6.0.2-cp314-cp314-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b2c7fdaa4d7c3d886a42534adec7cfac73860b89b4e5298752f60aa5984641a0", size = 5673684, upload-time = "2025-09-22T04:02:42.288Z" },
+    { url = "https://files.pythonhosted.org/packages/29/9c/47293c58cc91769130fbf85531280e8cc7868f7fbb6d92f4670071b9cb3e/lxml-6.0.2-cp314-cp314-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:98a5e1660dc7de2200b00d53fa00bcd3c35a3608c305d45a7bbcaf29fa16e83d", size = 5252463, upload-time = "2025-09-22T04:02:44.165Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/da/ba6eceb830c762b48e711ded880d7e3e89fc6c7323e587c36540b6b23c6b/lxml-6.0.2-cp314-cp314-manylinux_2_31_armv7l.whl", hash = "sha256:dc051506c30b609238d79eda75ee9cab3e520570ec8219844a72a46020901e37", size = 4698437, upload-time = "2025-09-22T04:02:46.524Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/24/7be3f82cb7990b89118d944b619e53c656c97dc89c28cfb143fdb7cd6f4d/lxml-6.0.2-cp314-cp314-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8799481bbdd212470d17513a54d568f44416db01250f49449647b5ab5b5dccb9", size = 5269890, upload-time = "2025-09-22T04:02:48.812Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/bd/dcfb9ea1e16c665efd7538fc5d5c34071276ce9220e234217682e7d2c4a5/lxml-6.0.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:9261bb77c2dab42f3ecd9103951aeca2c40277701eb7e912c545c1b16e0e4917", size = 5097185, upload-time = "2025-09-22T04:02:50.746Z" },
+    { url = "https://files.pythonhosted.org/packages/21/04/a60b0ff9314736316f28316b694bccbbabe100f8483ad83852d77fc7468e/lxml-6.0.2-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:65ac4a01aba353cfa6d5725b95d7aed6356ddc0a3cd734de00124d285b04b64f", size = 4745895, upload-time = "2025-09-22T04:02:52.968Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/bd/7d54bd1846e5a310d9c715921c5faa71cf5c0853372adf78aee70c8d7aa2/lxml-6.0.2-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:b22a07cbb82fea98f8a2fd814f3d1811ff9ed76d0fc6abc84eb21527596e7cc8", size = 5695246, upload-time = "2025-09-22T04:02:54.798Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/32/5643d6ab947bc371da21323acb2a6e603cedbe71cb4c99c8254289ab6f4e/lxml-6.0.2-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:d759cdd7f3e055d6bc8d9bec3ad905227b2e4c785dc16c372eb5b5e83123f48a", size = 5260797, upload-time = "2025-09-22T04:02:57.058Z" },
+    { url = "https://files.pythonhosted.org/packages/33/da/34c1ec4cff1eea7d0b4cd44af8411806ed943141804ac9c5d565302afb78/lxml-6.0.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:945da35a48d193d27c188037a05fec5492937f66fb1958c24fc761fb9d40d43c", size = 5277404, upload-time = "2025-09-22T04:02:58.966Z" },
+    { url = "https://files.pythonhosted.org/packages/82/57/4eca3e31e54dc89e2c3507e1cd411074a17565fa5ffc437c4ae0a00d439e/lxml-6.0.2-cp314-cp314-win32.whl", hash = "sha256:be3aaa60da67e6153eb15715cc2e19091af5dc75faef8b8a585aea372507384b", size = 3670072, upload-time = "2025-09-22T04:03:38.05Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/e0/c96cf13eccd20c9421ba910304dae0f619724dcf1702864fd59dd386404d/lxml-6.0.2-cp314-cp314-win_amd64.whl", hash = "sha256:fa25afbadead523f7001caf0c2382afd272c315a033a7b06336da2637d92d6ed", size = 4080617, upload-time = "2025-09-22T04:03:39.835Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/5d/b3f03e22b3d38d6f188ef044900a9b29b2fe0aebb94625ce9fe244011d34/lxml-6.0.2-cp314-cp314-win_arm64.whl", hash = "sha256:063eccf89df5b24e361b123e257e437f9e9878f425ee9aae3144c77faf6da6d8", size = 3754930, upload-time = "2025-09-22T04:03:41.565Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/5c/42c2c4c03554580708fc738d13414801f340c04c3eff90d8d2d227145275/lxml-6.0.2-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:6162a86d86893d63084faaf4ff937b3daea233e3682fb4474db07395794fa80d", size = 8910380, upload-time = "2025-09-22T04:03:01.645Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/4f/12df843e3e10d18d468a7557058f8d3733e8b6e12401f30b1ef29360740f/lxml-6.0.2-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:414aaa94e974e23a3e92e7ca5b97d10c0cf37b6481f50911032c69eeb3991bba", size = 4775632, upload-time = "2025-09-22T04:03:03.814Z" },
+    { url = "https://files.pythonhosted.org/packages/e4/0c/9dc31e6c2d0d418483cbcb469d1f5a582a1cd00a1f4081953d44051f3c50/lxml-6.0.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:48461bd21625458dd01e14e2c38dd0aea69addc3c4f960c30d9f59d7f93be601", size = 4975171, upload-time = "2025-09-22T04:03:05.651Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/2b/9b870c6ca24c841bdd887504808f0417aa9d8d564114689266f19ddf29c8/lxml-6.0.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:25fcc59afc57d527cfc78a58f40ab4c9b8fd096a9a3f964d2781ffb6eb33f4ed", size = 5110109, upload-time = "2025-09-22T04:03:07.452Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/0c/4f5f2a4dd319a178912751564471355d9019e220c20d7db3fb8307ed8582/lxml-6.0.2-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5179c60288204e6ddde3f774a93350177e08876eaf3ab78aa3a3649d43eb7d37", size = 5041061, upload-time = "2025-09-22T04:03:09.297Z" },
+    { url = "https://files.pythonhosted.org/packages/12/64/554eed290365267671fe001a20d72d14f468ae4e6acef1e179b039436967/lxml-6.0.2-cp314-cp314t-manylinux_2_26_i686.manylinux_2_28_i686.whl", hash = "sha256:967aab75434de148ec80597b75062d8123cadf2943fb4281f385141e18b21338", size = 5306233, upload-time = "2025-09-22T04:03:11.651Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/31/1d748aa275e71802ad9722df32a7a35034246b42c0ecdd8235412c3396ef/lxml-6.0.2-cp314-cp314t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:d100fcc8930d697c6561156c6810ab4a508fb264c8b6779e6e61e2ed5e7558f9", size = 5604739, upload-time = "2025-09-22T04:03:13.592Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/41/2c11916bcac09ed561adccacceaedd2bf0e0b25b297ea92aab99fd03d0fa/lxml-6.0.2-cp314-cp314t-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2ca59e7e13e5981175b8b3e4ab84d7da57993eeff53c07764dcebda0d0e64ecd", size = 5225119, upload-time = "2025-09-22T04:03:15.408Z" },
+    { url = "https://files.pythonhosted.org/packages/99/05/4e5c2873d8f17aa018e6afde417c80cc5d0c33be4854cce3ef5670c49367/lxml-6.0.2-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:957448ac63a42e2e49531b9d6c0fa449a1970dbc32467aaad46f11545be9af1d", size = 4633665, upload-time = "2025-09-22T04:03:17.262Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/c9/dcc2da1bebd6275cdc723b515f93edf548b82f36a5458cca3578bc899332/lxml-6.0.2-cp314-cp314t-manylinux_2_38_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b7fc49c37f1786284b12af63152fe1d0990722497e2d5817acfe7a877522f9a9", size = 5234997, upload-time = "2025-09-22T04:03:19.14Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/e2/5172e4e7468afca64a37b81dba152fc5d90e30f9c83c7c3213d6a02a5ce4/lxml-6.0.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e19e0643cc936a22e837f79d01a550678da8377d7d801a14487c10c34ee49c7e", size = 5090957, upload-time = "2025-09-22T04:03:21.436Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/b3/15461fd3e5cd4ddcb7938b87fc20b14ab113b92312fc97afe65cd7c85de1/lxml-6.0.2-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:1db01e5cf14345628e0cbe71067204db658e2fb8e51e7f33631f5f4735fefd8d", size = 4764372, upload-time = "2025-09-22T04:03:23.27Z" },
+    { url = "https://files.pythonhosted.org/packages/05/33/f310b987c8bf9e61c4dd8e8035c416bd3230098f5e3cfa69fc4232de7059/lxml-6.0.2-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:875c6b5ab39ad5291588aed6925fac99d0097af0dd62f33c7b43736043d4a2ec", size = 5634653, upload-time = "2025-09-22T04:03:25.767Z" },
+    { url = "https://files.pythonhosted.org/packages/70/ff/51c80e75e0bc9382158133bdcf4e339b5886c6ee2418b5199b3f1a61ed6d/lxml-6.0.2-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:cdcbed9ad19da81c480dfd6dd161886db6096083c9938ead313d94b30aadf272", size = 5233795, upload-time = "2025-09-22T04:03:27.62Z" },
+    { url = "https://files.pythonhosted.org/packages/56/4d/4856e897df0d588789dd844dbed9d91782c4ef0b327f96ce53c807e13128/lxml-6.0.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:80dadc234ebc532e09be1975ff538d154a7fa61ea5031c03d25178855544728f", size = 5257023, upload-time = "2025-09-22T04:03:30.056Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/85/86766dfebfa87bea0ab78e9ff7a4b4b45225df4b4d3b8cc3c03c5cd68464/lxml-6.0.2-cp314-cp314t-win32.whl", hash = "sha256:da08e7bb297b04e893d91087df19638dc7a6bb858a954b0cc2b9f5053c922312", size = 3911420, upload-time = "2025-09-22T04:03:32.198Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/1a/b248b355834c8e32614650b8008c69ffeb0ceb149c793961dd8c0b991bb3/lxml-6.0.2-cp314-cp314t-win_amd64.whl", hash = "sha256:252a22982dca42f6155125ac76d3432e548a7625d56f5a273ee78a5057216eca", size = 4406837, upload-time = "2025-09-22T04:03:34.027Z" },
+    { url = "https://files.pythonhosted.org/packages/92/aa/df863bcc39c5e0946263454aba394de8a9084dbaff8ad143846b0d844739/lxml-6.0.2-cp314-cp314t-win_arm64.whl", hash = "sha256:bb4c1847b303835d89d785a18801a883436cdfd5dc3d62947f9c49e24f0f5a2c", size = 3822205, upload-time = "2025-09-22T04:03:36.249Z" },
+]
+
 [[package]]
 name = "mako"
 version = "1.3.10"
@@ -1335,6 +1415,7 @@ dependencies = [
    { name = "polars" },
    { name = "pyarrow" },
    { name = "pysqlite3" },
+    { name = "python-pptx" },
    { name = "pyzmq" },
    { name = "requests" },
    { name = "taguette" },
@@ -1356,6 +1437,7 @@ requires-dist = [
    { name = "polars", specifier = ">=1.37.1" },
    { name = "pyarrow", specifier = ">=23.0.0" },
    { name = "pysqlite3", specifier = ">=0.6.0" },
+    { name = "python-pptx", specifier = ">=1.0.2" },
    { name = "pyzmq", specifier = ">=27.1.0" },
    { name = "requests", specifier = ">=2.32.5" },
    { name = "taguette", specifier = ">=1.5.1" },
@@ -1714,6 +1796,21 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" },
 ]

+[[package]]
+name = "python-pptx"
+version = "1.0.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "lxml" },
+    { name = "pillow" },
+    { name = "typing-extensions" },
+    { name = "xlsxwriter" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/52/a9/0c0db8d37b2b8a645666f7fd8accea4c6224e013c42b1d5c17c93590cd06/python_pptx-1.0.2.tar.gz", hash = "sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095", size = 10109297, upload-time = "2024-08-07T17:33:37.772Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d9/4f/00be2196329ebbff56ce564aa94efb0fbc828d00de250b1980de1a34ab49/python_pptx-1.0.2-py3-none-any.whl", hash = "sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba", size = 472788, upload-time = "2024-08-07T17:33:28.192Z" },
+]
+
 [[package]]
 name = "pytz"
 version = "2025.2"